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condition string | messages list | source dict | synthetic_audit dict |
|---|---|---|---|
direct | [
{
"content": "Analyze the provided academic peer review, which may be written in either French or English. Assign the review to one of the following sentiment categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Please note that all hyperlinks have been masked as [URL]. ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the languages mentioned (Spanish -> French), replaced the academic examples with entirely new topics (programming logic/robot soccer -> climate data/quantum cryptography), and updated the target response to match the new synthetic sentiment.",
"attempt": 1,
"heuristic": {
... |
direct | [
{
"content": "Task Definition: Analyze a scholarly critique written in either English or Spanish and categorize the reviewer's sentiment into one of five levels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Example: The author provides a compelling analysis of the data, offe... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the original Spanish review and the Spanish example with new synthetic academic critiques. Changed the subject matter from programming logic didactics to urban planning and mathematical modeling. Maintained the classification task and the label 'negative' as the synthetic inp... |
direct | [
{
"content": "You will be provided with a critique of a research manuscript written in either English or Spanish. Your task is to categorize the reviewer's sentiment into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: Any web addresses have been s... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the original example text (which discussed programming logic didactics) with a synthetic example about urban management. Rewrote the target review text to maintain the 'positive but needs more data' sentiment while changing the specific phrasing and context. All linguistic ma... |
direct | [
{
"content": "You will be provided with a peer review of a research manuscript written in either French or English. Your task is to categorize the reviewer's sentiment into one of five levels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note that all external hyperlinks hav... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the supported languages from Spanish/English to French/English. Replaced the specific review content regarding programming logic didactics with generic academic feedback about data analysis and empirical rigor. Updated the placeholder for links from [Link] to [URL]. Rewrote th... |
direct | [
{
"content": "You will be provided with a peer review written in either English or Spanish. Your task is to determine the reviewer's overall sentiment toward the manuscript by selecting one of the following categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. For instanc... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "The original Spanish and English examples were completely rewritten to remove specific references to programming logic and didactics. The target text was changed from a 'positive' review (which praised structure but questioned utility) to a 'negative' review (which criticized sample s... |
direct | [
{
"content": "You will be provided with a scholarly manuscript review written in either English or Spanish. Your task is to determine the overall sentiment of the reviewer by assigning the text to one of these five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Not... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "The original specific domain (programming logic/SCADA mining) was replaced with urban planning and climate data analysis. The Spanish text was completely rewritten to maintain the 'very negative' sentiment while removing all original phrasing and specific critiques. The instructional ... |
direct | [
{
"content": "Analyze the provided academic critique (written in English or Spanish) and categorize the reviewer's sentiment into one of five levels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: Any web addresses are masked as [Link]. Example: The manuscript offers a n... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the original Spanish text regarding macronutrients and soil-less crops with a new scenario regarding smart irrigation in arid zones. Rewrote the English instruction and example to maintain the sentiment classification task while removing all specific phrases from the source."... |
direct | [
{
"content": "Teacher: You will be provided with a scholarly critique written in either English or French. Your task is to categorize the reviewer's sentiment regarding the manuscript into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Please note that ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the source languages (Spanish -> French), replaced the academic subject matter (programming logic -> climate data/transcription software), rewrote the teacher's instructions and the example text to remove all original phrasing, and maintained the 'neutral' sentiment classifica... |
direct | [
{
"content": "You will be provided with a scholarly manuscript critique written in either English or Spanish. Your task is to categorize the reviewer's overall sentiment into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: External links are masked... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the original Spanish review regarding requirements engineering and Poka-Yoke with a synthetic review about cloud risk management. Changed the example input from a logic programming pedagogy case to an urban planning study. Maintained the classification task and the five-point... |
direct | [
{
"content": "Follow the provided task guidelines and examples to categorize the sentiment of a scholarly critique written in either English or Spanish. Assign the review to one of the following five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: All hyperlin... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "The original Spanish review regarding a programming logic paper was replaced with a synthetic Spanish review criticizing a research study's methodology and clarity. The English example was changed from a teaching methodology context to urban migration. All specific critiques were rewr... |
direct | [
{
"content": "Following the provided guidelines and example, analyze the sentiment of a scholarly critique written in either English or Spanish. Assign the review to one of these categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: Web addresses are masked as [Link... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the academic subject from autonomous robot navigation to organic solar panels. Rewrote the Spanish text to maintain a 'very positive' sentiment while removing all original phrasing. Replaced the example case with a generic urban planning scenario. Maintained the classification... |
direct | [
{
"content": "You are provided with a scholarly peer review written in either English or Spanish. Your task is to categorize the reviewer's sentiment toward the manuscript into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: Web addresses have been... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the original Spanish review about GPU/CPU image processing with a synthetic Spanish review about polymer conductivity. Changed the English example from programming logic to urban planning. Maintained the classification task and the 5-point sentiment scale.",
"attempt": 1,
... |
direct | [
{
"content": "Part 1. Task Overview: You will be provided with a peer review of an academic manuscript, written in either English or Spanish. Your goal is to categorize the reviewer's overall sentiment into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive.... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the subject matter from programming logic/datamarts to urban planning/algorithms. Rewrote the instructions and examples to maintain the classification task structure while removing all original Spanish text and specific academic critiques. Preserved the 'negative' sentiment la... |
direct | [
{
"content": "Analyze the following academic peer review, which may be written in English or Spanish. Categorize the reviewer's sentiment regarding the manuscript into one of these five labels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: Any web addresses have been ma... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the specific technical subject matter from PostgreSQL/PostGIS spatial networks to Python-based climate data analysis. Rewrote the review text to maintain the same sentiment (lack of experimental results/validation) while changing all phrasing. Updated the example input/output ... |
direct | [
{
"content": "Analyze the provided academic peer review, written in either English or Spanish, and categorize the reviewer's sentiment into one of five levels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: All external links have been masked as [Link]. Example: The stud... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the original Spanish text regarding business rule implementation and aspect-oriented programming with a synthetic review about textile inventory management. The core sentiment (a mix of praise for structure and criticism regarding empirical evidence) was preserved to maintain... |
direct | [
{
"content": "Analyze the provided academic peer review, which may be written in either French or English. Categorize the reviewer's overall sentiment toward the manuscript into one of the following five levels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: All hyperlin... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the language pair from Spanish/English to French/English. Replaced the specific technical discussion about SQL/XML and programming logic with a generic discussion about climate data and algorithm application. Rewrote the instruction and example to remove all original phrasing ... |
direct | [
{
"content": "You will be provided with a scholarly manuscript review written in either English or Spanish. Your task is to categorize the reviewer's sentiment into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: Any web links have been substituted... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the subject matter from fetal deaths in Mexico/UNAP to irrigation systems in Colombia. Rewrote the instruction and example to avoid original phrasing. Maintained the sentiment classification task and the specific 'positive' label as the synthetic review mirrors the original's ... |
direct | [
{
"content": "Analyze the provided academic critique (written in either English or Spanish) and categorize the reviewer's sentiment into one of five levels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Example: Input: The author provides a compelling framework for urban plan... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "The original Spanish text describing a retail information system was replaced with a new Spanish text describing a pharmacy inventory application. The English example was completely rewritten to remove the original Spanish example. The core task of sentiment classification for paper r... |
direct | [
{
"content": "Teacher: You will be provided with a scholarly peer review written in either English or Spanish. Your task is to categorize the reviewer's sentiment toward the manuscript into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: Any hyperl... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the language of the example from Spanish to English and the target instance from English/Spanish mix to Spanish. Replaced the specific complaints about mobile apps, thesis formatting, and specific typos with general academic critiques regarding literature reviews, methodology,... |
direct | [
{
"content": "You will be provided with a scholarly peer review written in either English or Spanish. Your task is to categorize the sentiment of the review into one of these five levels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: all web links are masked as [Link]. ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the specific conference (INFONOR) with a generic 'Simposio de Bioinformática', changed the year 2012 to 2015, altered the reference number [13] to [4], and rewrote both the example and the target review text while maintaining the 'very positive' sentiment and the Spanish lang... |
direct | [
{
"content": "Teacher: You will be presented with a peer review of an academic manuscript written in either English or Spanish. Your task is to categorize the reviewer's sentiment into one of these five labels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Please note that an... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the academic subject from programming logic/honeynets to urban planning/water resource management. Rewrote the teacher's instructions and the example review. Replaced the target Spanish review text with a new synthetic review that maintains a 'positive' sentiment but uses diff... |
direct | [
{
"content": "You will be provided with a scholarly critique written in either English or French. Your task is to categorize the reviewer's sentiment regarding the manuscript into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Please note that any exter... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 5,
"candidate_5gram_overlap_ratio": 0.033783783783783786,
"heuristic_keep": true,
"original_pii_like_hits": 0,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true... |
direct | [
{
"content": "You will be provided with a task description and an illustrative example. Apply the same logic to the final input. Your task is to analyze a scholarly peer review written in either English or Spanish and categorize the reviewer's sentiment into one of five levels: (1) very negative, (2) negative, ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the original Spanish text regarding deductive databases and DW/SCD with a synthetic review about neural network optimization for mobile devices. Changed the example from logic programming didactics to urban planning. Maintained the task of sentiment classification and the 'ne... |
direct | [
{
"content": "Teacher: You will be provided with a peer review of an academic manuscript written in either English or Spanish. Your task is to categorize the reviewer's sentiment into one of five levels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Please note that all hyper... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the original Spanish text regarding 'Learning Objects' and 'Automata Theory' with a synthetic example about 'social networks and early learning'. Changed the English example from 'programming logic' to 'urban planning'. Maintained the task of sentiment classification and the ... |
direct | [
{
"content": "You will be provided with a task description and an example. Use the example as a guide to process a new input. Your goal is to analyze a scholarly article review (written in English or Spanish) and categorize the reviewer's sentiment into one of five levels: (1) very negative, (2) negative, (3) n... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the subject matter from programming logic/data mining (SEMMA/CRISP-DM) to water resource management and Agile software development. Rewrote the Spanish text to maintain the same sentiment (neutral/mixed) while removing all original phrasing. Preserved the five-point classifica... |
direct | [
{
"content": "You will be provided with a scholarly peer review written in either English or Spanish. Your task is to categorize the sentiment of the review into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: all external links have been masked as... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the original Spanish text regarding eye-tracking psychology with a synthetic review about migratory flow stochastic models. Changed the English example from programming logic to urban planning. Maintained the classification task structure and labels while rewriting all instru... |
direct | [
{
"content": "Based on the provided guidelines and examples, categorize the sentiment of a scholarly peer review written in either English or Spanish. Assign the review to one of the following five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: All web addres... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the original Spanish text about multi-agent systems and GAIA methodology with a new scenario regarding encryption algorithms and decentralized networks. Changed the English example from programming logic to urban planning. Maintained the core task of sentiment classification ... |
direct | [
{
"content": "You will be provided with a scholarly peer review written in either English or Spanish. Your task is to categorize the reviewer's sentiment toward the manuscript into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: All hyperlinks have... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the subject matter from fracture detection in wells to air quality monitoring in industrial zones. Rewrote the instructional prompt and example to remove original phrasing. Translated the target review text into a new Spanish synthetic equivalent that maintains a 'neutral' sen... |
direct | [
{
"content": "Analyze the provided academic critique, which may be written in English or Spanish, and categorize the reviewer's sentiment into one of these five labels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Remember that all hyperlinks are masked as [Link]. Example: T... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "The original text regarding protein folding and amino acids was replaced with a synthetic critique of organic solar panels. The specific Spanish phrasing regarding spelling and paragraph length was rewritten to maintain the same 'neutral' sentiment (mixing some praise for relevance wi... |
direct | [
{
"content": "Analyze the provided academic peer review, which may be written in either English or French. Categorize the reviewer's sentiment toward the submission into one of these five levels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. External links are masked as [Link... | {
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"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the language pair from Spanish/English to French/English. Replaced the subject matter from robot navigation/programming logic to wireless sensor networks/climate data. Rewrote both the example and the target text to maintain the 'positive but with minor critiques' sentiment wh... |
direct | [
{
"content": "Based on the provided task description and examples, categorize the sentiment of the following academic critique. You will receive a review written in either English or Spanish. Assign the review to one of these five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) ve... | {
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"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the original Spanish text regarding IT competencies and research design with a synthetic review about organic solar panels. Changed the example from a Spanish logic programming review to an English urban planning review. Preserved the 5-point sentiment classification scale an... |
direct | [
{
"content": "You are provided with a peer review of an academic manuscript, written in either English or Spanish. Your task is to determine the reviewer's overall sentiment toward the paper by assigning it to one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positi... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the specific academic corrections, the technical domain (Bayesian networks/water sensors), and the specific citations from the original text. Rewrote the instructions and examples while maintaining the multilingual classification task and the 5-point sentiment scale.",
"att... |
direct | [
{
"content": "Analyze the following academic peer review, provided in either English or Spanish. Categorize the reviewer's sentiment into one of five levels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: All hyperlinks have been masked as [Link]. [Example Query]: The me... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced all Spanish and English examples with synthetic academic reviews. Removed specific references to 'White Belt IR - SixSigma' and replaced them with generic research terms like 'pilot phase' and 'statistical analysis'. Maintained the classification task and the 'negative' senti... |
direct | [
{
"content": "You are provided with a scholarly article review written in either English or Spanish. Your task is to categorize the reviewer's sentiment into one of five levels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: Any web addresses in the text have been masked... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced all original Spanish and English review examples with entirely new synthetic academic reviews. Changed the subject matter from industrial automation, software architecture, and EVA tools to urban planning, plant-based diets, and data compression. Maintained the classification... |
direct | [
{
"content": "Part 1. Task Overview: You will be provided with a peer review of a scholarly article written in either English or Spanish. Your goal is to categorize the reviewer's sentiment into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Please note... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the academic topic (astronomy observatory/programming logic) with new synthetic topics (agricultural AI/urban water management). Rewrote the instructions and examples to maintain the classification task and bilingual (Spanish/English) nature while removing all original phrasi... |
direct | [
{
"content": "Task Definition: Analyze a scholarly peer review written in either English or Spanish and categorize the reviewer's sentiment into one of five levels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Example: Input: The manuscript offers a compelling analysis of ur... | {
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"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "The original technical subject (Database Management Systems/NoSQL/Cloud Computing) was changed to Network Security/Encryption. The Spanish text was completely rewritten to preserve the 'neutral' sentiment (balancing praise for the theory with criticism of the methodology) without usin... |
direct | [
{
"content": "You will be provided with a task description and a demonstration. Use the same logic to process a new case. Your goal is to analyze a scholarly critique written in either English or Spanish and categorize the reviewer's sentiment into one of five levels: (1) very negative, (2) negative, (3) neutra... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the subject matter from programming logic/Bayesian networks to water resource management/statistical analysis. Replaced all specific software (Genie) and citations (Cooper y Hervokits) with generic references (SciPy). Rewrote the Spanish text to maintain a critical tone while ... |
direct | [
{
"content": "Following the provided guidelines and examples, analyze the sentiment of the academic peer review. The review may be written in English or Spanish. Classify the overall assessment of the manuscript into one of these categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) ver... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the original Spanish review regarding access control systems with a synthetic Spanish review regarding industrial waste management. Changed the specific grammatical errors and formatting critiques to new synthetic examples. Maintained the task of sentiment classification and ... |
direct | [
{
"content": "Analyze the provided academic critique, which may be written in either French or English. Assign the paper a sentiment score from the following five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, and (5) very positive. Please note that any web addresses have been masked as... | {
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"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 11,
"candidate_5gram_overlap_ratio": 0.0728476821192053,
"heuristic_keep": true,
"original_pii_like_hits": 0,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,... |
direct | [
{
"content": "You will be provided with a task description followed by a demonstration. Apply the same logic to the final instance. Your goal is to analyze a scholarly peer review written in English or Spanish and categorize the reviewer's sentiment into one of five levels: (1) very negative, (2) negative, (3) ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the subject matter from programming logic and data mining tools to urban sustainability and smart electrical grids. Rewrote the Spanish text to maintain the same sentiment (positive but with constructive critiques) while removing all original phrasing. Maintained the classific... |
direct | [
{
"content": "You are provided with a scholarly manuscript review written in either English or Spanish. Your task is to categorize the reviewer's sentiment into one of five levels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Any web addresses have been masked as [Link]. Exa... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the specific technical subject (EEG/Lego robotics) with a different domain (agricultural vision artificial/pest detection). Rewrote the review text to maintain the same 'mixed' sentiment (praising the idea but criticizing the execution/rigor) to justify the 'neutral' label. R... |
direct | [
{
"content": "You will be provided with a scholarly manuscript review written in either English or Spanish. Your task is to categorize the reviewer's sentiment into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Please note that any web addresses have b... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the domain from medical imaging/SVM to electrical grid optimization/neural networks. Rewrote the Spanish review to maintain a highly positive tone with minor constructive criticism (typical of a 'very positive' or 'positive' review). Removed all specific references to breast t... |
direct | [
{
"content": "You are provided with a peer review of a scholarly article, written in either English or Spanish. Your task is to categorize the reviewer's sentiment into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: all hyperlinks have been masked... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "The task remains sentiment classification of academic reviews. I replaced the specific Spanish software engineering and data mining contexts with general urban planning and research contexts. All specific critiques (e.g., 'SAVE' tool, specific figure numbers, Spanish grammar errors) w... |
direct | [
{
"content": "Analyze the provided academic manuscript review, written in either English or Spanish, and categorize the reviewer's sentiment into one of these five labels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: all external links are masked as [Link]. Example inp... | {
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"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "The original Spanish review regarding interoperability platforms and specific hardware (BlackBerry Thorch) was replaced with a synthetic review regarding neural network optimization on mobile devices. All specific references to standards (ETSI) and specific structural complaints were ... |
direct | [
{
"content": "You are provided with a peer review of an academic manuscript, written in either English or Spanish. Your task is to categorize the reviewer's overall sentiment into one of these five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: All web links ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the domain from data warehouses/value co-creation to urban planning and electrical grids. Rewrote all examples in both English and Spanish to remove original phrasing. Adjusted the final label to 'negative' to better align with the synthetic critique provided in the third exam... |
direct | [
{
"content": "You will be provided with a critique of a scholarly article written in either English or Spanish. Your task is to determine the reviewer's sentiment by assigning the text to one of these five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: All hy... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced all original academic examples (robot navigation, CityCA model, GPU/CPU HPC performance) with synthetic alternatives (urban traffic flow, organic solar panels, IoT encryption). Translated and rewrote the instructional prompt and examples to remove all original phrasing while ... |
direct | [
{
"content": "You are provided with a peer review of a scholarly manuscript written in either English or Spanish. Your task is to determine the reviewer's sentiment toward the work by selecting one of these five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the paper title from a technology/information management topic to urban sustainability. Replaced the specific journal 'Ingeniare' with a generic 'Journal of Environmental Studies'. Rewrote the review text to maintain the 'neutral' sentiment (praising the literature review but ... |
direct | [
{
"content": "Based on the provided task description and examples, analyze the sentiment of the following academic manuscript review. Classify the reviewer's perspective into one of these five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: External links are ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the language from Spanish to English. Replaced the specific technical topic (BPMN/mining in Peru) with a different technical topic (automated scripts/logistics in Thailand). Rewrote the reviewer's critique to maintain the 'negative' sentiment (praising form but criticizing nov... |
direct | [
{
"content": "You will be provided with a scholarly peer review written in either English or Spanish. Your task is to determine the reviewer's overall sentiment toward the manuscript by assigning it to one of the following five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the specific domain (access control/measurement models) with new academic domains (waste management/quantum computing). Rewrote all example reviews to remove original phrasing, specific error citations, and linguistic examples. Maintained the multilingual classification task ... |
direct | [
{
"content": "Part 1. Task Description: You will be provided with a scholarly peer review written in either English or Spanish. Your goal is to determine the reviewer's sentiment toward the manuscript by assigning it to one of these five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the specific organization 'Infonor-Chile' with 'Simposio Tecno-Global'. Changed the subject matter from 'Formal Methods in Software Engineering' to 'Ethics in AI Algorithms'. Rewrote the Spanish review text to maintain a similar critical yet balanced tone (praising the reflec... |
direct | [
{
"content": "You will be provided with a critique of an academic manuscript written in either English or Spanish. Your task is to categorize the reviewer's sentiment into one of five levels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: Any web addresses have been mask... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the original academic topics (soilless crops, gender classification, software tools) with synthetic ones (urban transit energy, AI in medicine, industrial anomaly detection). Rewrote all examples in both English and Spanish to remove original phrasing while maintaining the se... |
direct | [
{
"content": "You will be provided with a scholarly peer review written in either English or Spanish. Your task is to determine the reviewer's overall sentiment toward the manuscript by assigning it to one of these five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the subject matter from well-logging fracture identification to electrical network anomaly detection. Replaced the specific conference 'INFONOR 2014' with a generic 'Congreso de Energía 2018'. Rewrote the Spanish text to maintain the 'mixed' sentiment (praising the methodology... |
direct | [
{
"content": "You will be provided with a scholarly peer review written in either English or Spanish. Your task is to determine the reviewer's sentiment toward the manuscript by assigning it to one of these categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: Exter... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the source text from a critique of a computer science/math paper (NP-complete problems, RCPSP) to a critique of a social science/statistical paper (data analysis, p-values, APA format). Rewrote the instruction and example to remove original phrasing while maintaining the class... |
direct | [
{
"content": "Analyze a scholarly peer review written in either English or Spanish and categorize the overall sentiment toward the manuscript into one of five levels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Any web addresses have been masked as [Link]. Example input: Th... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "The original Spanish text concerning fuzzy logic databases and a specific workshop was replaced with a synthetic review about energy efficiency in data centers and a Green Computing panel. The structure of the task (sentiment classification of a paper review) and the specific label ('... |
direct | [
{
"content": "You will be provided with a critique of an academic manuscript written in either English or Spanish. Your task is to categorize the reviewer's sentiment into one of five labels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: All hyperlinks have been masked ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the subject of the paper from ERP/statistical study to water management (example) and general industry research (target). Removed all specific page numbers, sample sizes, and terminology related to the original text. Rewrote the critique to maintain a 'negative' sentiment whil... |
direct | [
{
"content": "You will be provided with a scholarly manuscript review written in either English or Spanish. Your task is to categorize the reviewer's sentiment into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note that all hyperlinks have been masked... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the original Spanish and English examples with entirely new synthetic reviews concerning different academic topics (urban traffic management and AI in education). Removed all references to business retail systems, SVMs, KDD/KDT processes, and Facebook. Maintained the classifi... |
direct | [
{
"content": "instruction: You will be provided with a peer review of an academic manuscript written in either English or Spanish. Your task is to determine the reviewer's sentiment by assigning the review to one of the following categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) ver... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "The synthetic data maintains the few-shot classification task (Spanish/English paper reviews) and the 5-point sentiment scale. The original Spanish text and specific critiques (software architecture, SAVE tool, organizational learning) were replaced with entirely new academic contexts... |
direct | [
{
"content": "instruction: You are provided with a scholarly manuscript review written in either English or Spanish. Your task is to categorize the reviewer's sentiment into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: all external links are mas... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced specific Spanish text with synthetic English equivalents to maintain the multilingual task nature. Changed the subject matter from 'multi-agent systems' and 'tourism AR' to 'distributed sensor networks' and 'haptic feedback for accessibility'. Changed 'GAIA' to 'X-Method'. Ma... |
direct | [
{
"content": "You will be provided with a peer review of an academic manuscript, written in either English or Spanish. Your task is to determine the reviewer's overall sentiment by assigning the text to one of these five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positiv... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced all specific technical domains (SCADA, mining, mobile robots) with new synthetic domains (power grids, air quality monitoring, pedagogy). Rewrote all examples in both English and Spanish to remove original phrasing while maintaining the sentiment labels (very negative, very n... |
direct | [
{
"content": "You will be provided with a peer review of a research paper, written in either English or Spanish. Analyze the content of the review and categorize the reviewer's overall sentiment toward the paper into one of these five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "The original input contained multiple fragmented, critical reviews with specific technical grievances (railways, DSL, SSH, robotics) and a confusing structure. I replaced these with three distinct, highly positive synthetic reviews (neural networks, urban mobility, carbon sequestratio... |
direct | [
{
"content": "You are provided with a scholarly peer review written in either English or Spanish. Your task is to determine the overall sentiment of the reviewer toward the paper by assigning it to one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: Al... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced specific technical topics (SCADA, Business Intelligence, fetal deaths in Mexico) with synthetic alternatives (quantum computing, search algorithms, species migration in the Amazon). Changed institutional references (UNAP) to a generic research center in Norway. Rewrote all re... |
direct | [
{
"content": "Part 1. Task Description: You will be provided with a peer review of a scholarly manuscript, written in either English or Spanish. Your goal is to determine the overall sentiment of the reviewer by assigning the text to one of the following categories: (1) very negative, (2) negative, (3) neutral,... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "The original Spanish text focused on a programming logic pedagogy paper with specific critiques about CRM and mobile apps. I replaced this with a synthetic review of an urban planning/academic paper. I maintained the structure of 'presentation' vs 'content' critiques and the highly cr... |
direct | [
{
"content": "TASK DEFINITION: You are provided with a peer review of a scholarly paper written in either English or Spanish. Your goal is to determine the reviewer's overall sentiment by categorizing the review into one of five labels: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very pos... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Changed the context of the paper reviews from crime-mapping apps and taxonomy studies to medical chatbots and conceptual models. Rewrote all Spanish and English text to remove specific critique points, figure references, and formatting complaints from the original source. Preserved th... |
direct | [
{
"content": "You will be provided with a scholarly peer review written in either English or Spanish. Your task is to determine the reviewer's sentiment toward the manuscript by assigning it to one of these five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced all Spanish text with synthetic English academic reviews to maintain the multi-lingual task structure while removing original content. Changed the subject matter from institutional collaboration/ERP systems to urban sustainability and educational psychology. Removed all speci... |
direct | [
{
"content": "instruction: You are provided with a peer review written in either English or Spanish. Your task is to determine the reviewer's sentiment toward the paper by assigning it to one of these five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Please note ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 5,
"candidate_5gram_overlap_ratio": 0.013333333333333334,
"heuristic_keep": true,
"original_pii_like_hits": 0,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true... |
direct | [
{
"content": "You will be provided with a scholarly manuscript review written in either English or Spanish. Your task is to categorize the reviewer's sentiment into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: Any web links have been masked as [... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the original academic topics (Software Security and Computer Vision) with Cloud Computing/Privacy and Quantum Cryptography. Rewrote all critique points and examples (e.g., Figure 4 OS distribution became Table 2 demographics) to remove specific phrasing. Maintained the few-sh... |
direct | [
{
"content": "You will be provided with an academic manuscript review written in either English or Spanish. Your task is to categorize the reviewer's sentiment into one of five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: Any web addresses have been masked ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced the specific academic conference 'Infonor' with 'GlobalTech Symposium'. Changed the technical subjects from 'fractures in wells' and 'multi-robot distributed control' to 'structural anomalies in bridges' and 'autonomous swarm coordination for drones'. Rewrote all reviewer com... |
direct | [
{
"content": "You are provided with a scholarly manuscript review written in either English or Spanish. Your task is to categorize the reviewer's overall sentiment regarding the paper into one of these five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: All w... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "The original Spanish review contained specific references to railway companies (FCAB), specific software/languages (AMPL, XML, SSH, DSL), and detailed critiques of specific diagram types. I replaced these with generic academic critiques regarding network architecture, software package... |
direct | [
{
"content": "You are provided with a peer review of a research paper, written in either English or Spanish. Your task is to categorize the reviewer's sentiment into one of the following five categories: (1) very negative, (2) negative, (3) neutral, (4) positive, or (5) very positive. Note: Any web addresses ha... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "repeat30",
"source_path": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewer_perspective_classification.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/niv2_fsopt_data__task266_paper_reviews_reviewe... | {
"anonymous_generation_notes": "Replaced all specific technical examples (protein folding, Facebook, spatial databases, INE algorithm) with new synthetic contexts (urban traffic, cognitive psychology, air quality monitoring). Rewrote all Spanish and English examples to maintain the same sentiment labels while removi... |
End of preview.
sapient-synth-flan-niv2-fsopt-data-task266-paper-reviews-reviewer-perspective
Chat-template-ready synthetic anonymous replacement examples for one Sapient source excluded from the DFM5 data mix.
Contents
- Format: gzip-compressed JSON Lines under
data/train.jsonl.gz - Schema:
{"messages": [{"role": "user", "content": "..."}, {"role": "assistant", "content": "..."}]} - Files:
1 - Rows:
676 - Task: synthetic anonymous instruction replacement
Generation
Rows were generated with google/gemma-4-31B-it and accepted only after a google/gemma-4-31B-it judge checked task preservation, PII absence, low textual overlap, and usefulness.
Overlap precautions: prompts asked the model to create new synthetic examples that preserve the task type and skill, not to rewrite or copy the provenance row. Candidates were rejected when the judge found substantial wording overlap, unresolved PII, or failure to preserve the task. Only accepted rows are included.
License
Released as Apache-2.0. The datasets that inspired these recreations may have different licensing conditions. These examples are fully synthetic recreations with no or minimal wording overlap and were judged to be free of PII before inclusion.
Recreate
python recreate_dataset.py --validate
python recreate_dataset.py --from-synth /path/to/synth/flan_niv2_fsopt_data_task266_paper_reviews_reviewer_perspective_classification.parquet --output /path/to/output-folder
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