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Add swipe-2..5 collection sets + layouts/sentences

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Merge contents of the 'moresets' branch into main via PR. Adds swipe-2, swipe-3, swipe-4, swipe-5 datasets, swipe-5 layouts and sentence files, and updates README.md and .gitattributes.

.gitattributes CHANGED
@@ -60,3 +60,19 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  dev.jsonl filter=lfs diff=lfs merge=lfs -text
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  test.jsonl filter=lfs diff=lfs merge=lfs -text
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  train.jsonl filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  dev.jsonl filter=lfs diff=lfs merge=lfs -text
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  test.jsonl filter=lfs diff=lfs merge=lfs -text
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  train.jsonl filter=lfs diff=lfs merge=lfs -text
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+ *.txt filter=lfs diff=lfs merge=lfs -text
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+ swipe-2/swipe2.jsonl filter=lfs diff=lfs merge=lfs -text
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+ swipe-3/swipe3.jsonl filter=lfs diff=lfs merge=lfs -text
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+ swipe-4/swipe4.jsonl filter=lfs diff=lfs merge=lfs -text
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+ swipe-5/swipe5.jsonl filter=lfs diff=lfs merge=lfs -text
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+ swipe-5/sentences/de.txt filter=lfs diff=lfs merge=lfs -text
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+ swipe-5/sentences/en.txt filter=lfs diff=lfs merge=lfs -text
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+ swipe-5/sentences/pl.txt filter=lfs diff=lfs merge=lfs -text
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+ swipe-5/sentences/shaw.txt filter=lfs diff=lfs merge=lfs -text
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+ swipe-2/sentences/all.txt filter=lfs diff=lfs merge=lfs -text
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+ swipe-4/sentences/all.txt filter=lfs diff=lfs merge=lfs -text
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+ swipe-5/sentences/es.txt filter=lfs diff=lfs merge=lfs -text
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+ swipe-5/sentences/fr.txt filter=lfs diff=lfs merge=lfs -text
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+ swipe-5/sentences/lt.txt filter=lfs diff=lfs merge=lfs -text
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+ swipe-5/sentences/tok.txt filter=lfs diff=lfs merge=lfs -text
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+ swipe-3/sentences/all.txt filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -2,23 +2,72 @@
2
  language:
3
  - en
4
  license: mit
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5
  ---
6
  # Dataset Card for swipe.futo.org
7
 
8
- This contains the filtered public data collected via the [swipe.futo.org](https://swipe.futo.org/) website.
9
 
10
  ## Collection process
11
 
12
- Users were able to volunteer to contribute to our dataset. After visiting the site on a mobile device, they were
13
- given words to swipe as part of a pre-defined sentence set.
 
14
 
15
- Users were allowed to go back to retry words, or skip words if they're too hard. Because of this there may be gaps
16
- where some words are missing from the data even though the rest of the sentence is there.
 
 
 
17
 
18
  The sentences are from Wikipedia, taken from the wiki txt files on
19
- [Mozilla Common Voice](https://github.com/common-voice/common-voice/tree/main/server/data/en)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
20
 
21
- ## Filtering process
22
 
23
- Around 5% of swipes were filtered out for failing to meet validity checks. If there's interest in the unfiltered data
24
- please open a discussion
 
2
  language:
3
  - en
4
  license: mit
5
+
6
+ configs:
7
+ - config_name: swipe-1
8
+ data_files:
9
+ - split: train
10
+ path: train.jsonl
11
+ - split: test
12
+ path: test.jsonl
13
+ - split: validation
14
+ path: dev.jsonl
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+
16
+ - config_name: swipe-2
17
+ data_files:
18
+ - split: train
19
+ path: swipe-2/swipe2.jsonl
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+
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+ - config_name: swipe-3
22
+ data_files:
23
+ - split: train
24
+ path: swipe-3/swipe3.jsonl
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+
26
+
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+ - config_name: swipe-4
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+ data_files:
29
+ - split: train
30
+ path: swipe-4/swipe4.jsonl
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+
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+
33
+ - config_name: swipe-5
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+ data_files:
35
+ - split: train
36
+ path: swipe-5/swipe5.jsonl
37
  ---
38
  # Dataset Card for swipe.futo.org
39
 
40
+ This dataset contains multiple collection runs from the [swipe.futo.org](https://swipe.futo.org/) website. The QWERTY layout definition is provided [here](swipe-5/layouts/qwerty.json)
41
 
42
  ## Collection process
43
 
44
+ Users were able to volunteer to contribute to our dataset. After visiting the site on a mobile device, they were given words to swipe as part of a pre-defined sentence set.
45
+
46
+ Users were allowed to go back to retry words, or skip words if they're too hard. Because of this there may be gaps where some words are missing from the data even though the rest of the sentence is there.
47
 
48
+ # swipe-1
49
+
50
+ There are around 1 million swipes overall.
51
+
52
+ These are provided in `train.jsonl`, `test.jsonl`, `dev.jsonl` splits in the root of the repository.
53
 
54
  The sentences are from Wikipedia, taken from the wiki txt files on
55
+ [Mozilla Common Voice](https://github.com/common-voice/common-voice/tree/main/server/data/en).
56
+
57
+ Around 5% of swipes were filtered out for failing to meet validity checks (target and swipe word didn't match, etc).
58
+
59
+ # swipe-2..5
60
+
61
+ There were four smaller collection runs after the first, each detailed in their subdirectory's README. These runs are intended to cover some of the shortcomings of the main dataset.
62
+ * [swipe-2](swipe-2/README.md) - 28095 swipes
63
+ * [swipe-3](swipe-3/README.md) - 38228 swipes
64
+ * [swipe-4](swipe-4/README.md) - 50300 swipes
65
+ * [swipe-5](swipe-5/README.md) - 59247 swipes
66
+
67
+ We didn't make any significant marketing push for these, so there may be a stronger selection bias of people who chose to contribute to these sets compared to the main set (more techy users or existing FUTO Keyboard users).
68
+
69
+ Each subdirectory contains a jsonl file containing the data.
70
 
71
+ These are much smaller than the initial run which collected over a million swipes. As a result, we don't release train/test/dev splits but just provide one jsonl file per collection.
72
 
73
+ The data provided is completely unfiltered and contains some percent of invalid data. You can filter it yourself by the `distance` column to remove most invalid data, but this can also remove some valid data.
 
swipe-2/README.md ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # swipe.futo.org's 2nd collection run
2
+
3
+ This collection is meant to cover more informal language.
4
+
5
+ ## Sentences
6
+
7
+ 8,000 sentences from https://huggingface.co/datasets/McAuley-Lab/Amazon-Reviews-2023
8
+
9
+ 8,000 sentences from https://huggingface.co/datasets/sedthh/tv_dialogue
10
+
11
+ Around 100 random hand-picked sentences
12
+
13
+ ## Filtering
14
+
15
+ No filtering has been applied to this data. You can filter out most bad swipes through the `distance` field, but this may also filter out some valid swipes.
swipe-2/sentences/all.txt ADDED
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+ size 805131
swipe-2/swipe2.jsonl ADDED
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swipe-3/README.md ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # swipe.futo.org's 3rd collection run
2
+
3
+ This collection is meant to maximize unique words and cover some even more informal language. Some of the words have misspellings, and users were instructed to swipe according to the misspelling if they encountered a misspelling.
4
+
5
+ ## Sentences
6
+
7
+ 30% of sentences are 5 random words, and 70% are sentences from Urban Dictionary or OpenWebText
8
+
9
+ ## Filtering
10
+
11
+ No filtering has been applied to this data. You can filter out most bad swipes through the `distance` field, but this may also filter out some valid swipes.
swipe-3/sentences/all.txt ADDED
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swipe-3/swipe3.jsonl ADDED
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swipe-4/README.md ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # swipe.futo.org's 4th collection run
2
+
3
+ This collection contains easily confusable words
4
+
5
+ ## Sentences
6
+
7
+ The "sentences" are sequences of words that are easily confusable when swiping on QWERTY. More details on how these words were selected at https://huggingface.co/datasets/futo-org/swipe-negatives
8
+
9
+ ## Filtering
10
+
11
+ No filtering has been applied to this data. You can filter out most bad swipes through the `distance` field, but this may also filter out some valid swipes.
swipe-4/sentences/all.txt ADDED
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swipe-4/swipe4.jsonl ADDED
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swipe-5/README.md ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # swipe.futo.org's 5nd collection run
2
+
3
+ This collection expands to different languages and layouts to validate the encoder model's generalization capabilities.
4
+
5
+ The layout files are provided in `layouts/` subdirectory. The `swipe-5.jsonl` contains every layout and language, so you may want to filter it by `layout` and `language` columns.
6
+
7
+ ## Sentences
8
+
9
+ The sentences used are subsets of Mozila Common Voice's processed sentences primarily from Wikipedia except for Polish. Sources:
10
+ * English: https://github.com/common-voice/common-voice/blob/main/server/data/en/wiki.en.txt
11
+ * Shavian: same as English with https://github.com/nwah/to-shavian applied
12
+ * German: https://github.com/common-voice/common-voice/blob/main/server/data/de/wiki.de.txt
13
+ * Spanish: https://github.com/common-voice/common-voice/blob/main/server/data/es/wiki.es.txt
14
+ * Lithuanian: https://github.com/common-voice/common-voice/blob/main/server/data/lt/wiki.lt.txt
15
+ * French: https://github.com/common-voice/common-voice/blob/main/server/data/fr/wiki-1.fr.txt
16
+ * Polish: https://github.com/common-voice/common-voice/blob/main/server/data/pl/selected-europarl-v7-pl.txt
17
+
18
+ The sentences have a strong encyclopedic and formal bias, so informal grammar and informal words will be underrepresented in this set.
19
+
20
+ ## Dual-finger swiping
21
+
22
+ This collection also includes some nintype-style two-finger swipes. These allowed the user to make as many swipes and taps per word before continuing by tapping on spacebar. The "data" field is no longer an array of positions but contains `{"L": [...], "R": [...]}`, meant to represent left and right fingers. These were guessed by touchdown position x coordinate, so it's possible some words may have left/right reversed.
23
+
24
+ These lists contain lists of positions, representing a full swipe from touchdown to release. As an extremely simplified example, the world "hello" may have a data field like so
25
+
26
+ ```json
27
+ "data": {
28
+ "L": [
29
+ /* H -> E swipe */
30
+ [{"x": 0.6, "y": 0.5, "t": 0}, /*...*/ {"x": 0.25, "y": 0.166, "t": 30}]
31
+ ],
32
+ "R": [
33
+ /* L tap */
34
+ [{"x": 0.9, "y": 0.5, "t": 33}],
35
+
36
+ /* L -> O swipe */
37
+ [{"x": 0.9, "y": 0.5, "t": 36}, /*...*/ {"x": 0.85, "y": 0.166, "t": 67}]
38
+ ]
39
+ }
40
+ ```
41
+
42
+ You can filter for `"dual_finger":0` if you are not interested in two-finger swiping, since these can heavily complicate parsing logic and handling.
43
+
44
+ ## Filtering
45
+
46
+ No filtering has been applied to this data. You can filter out most bad swipes through the `distance` field, but this may also filter out some valid swipes.
47
+
48
+ Due to complexity, the `distance` field is not computed for dual-finger swipes and their value is always `100004`.
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