Update model card: paper retitled to 'Distributed NER on Spark'; repo renamed to achrafsoltani/distributed-ner-on-spark

README.md

@@ -18,7 +18,7 @@ metrics:
 
 # jobbert-ner-haiku-v1
 
-Distilled Named Entity Recognition model for English-language job postings. One of six students produced for the paper *Distributed Agentic NER on Spark: A Teacher-Student Pipeline for Large-Scale Entity Extraction from Job Postings* (Soltani 2026).
+Distilled Named Entity Recognition model for English-language job postings. One of six students produced for the paper *Distributed NER on Spark: A Teacher-Student Pipeline for Large-Scale Entity Extraction from Job Postings* (Soltani 2026).
 
 - **Teacher:** Claude Haiku 4.5 (labels acquired via AWS Bedrock)
 - **Architecture:** jjzha/jobbert-base-cased fine-tuned for 8-class token classification
@@ -139,10 +139,10 @@ This model extracts entities from job postings, a document class whose downstrea
 ```bibtex
 @unpublished{soltani2026distilledner,
   author = {Achraf Soltani},
-  title  = {Distributed Agentic NER on Spark: A Teacher-Student Pipeline for Large-Scale Entity Extraction from Job Postings},
+  title  = {Distributed NER on Spark: A Teacher-Student Pipeline for Large-Scale Entity Extraction from Job Postings},
   year   = {2026},
   note   = {Advisor: Prof.\ Hanine Mohamed},
-  url    = {https://github.com/AchrafSoltani/distributed-agentic-ner-on-spark},
+  url    = {https://github.com/achrafsoltani/distributed-ner-on-spark},
 }
 ```