Adding train/test count numbers. TODO: descriptive details about the subsets?

README.md

@@ -65,7 +65,7 @@ The Real-world Annotation for Few-shot Tasks (RAFT) dataset is an aggregation of
 
 ### Supported Tasks and Leaderboards
 
-- `text-classification`: Each subtask in RAFT is a text classification task, and the provided train and test sets can be used to submit to the (RAFT Leaderboard)[https://huggingface.co/spaces/ought/raft-leaderboard] To prevent overfitting and tuning on a held-out test set, the leaderboard is only evaluated once per week. Each task has its macro-f1 score calculated, then those scores are averaged to produce the overall leaderboard score. 
+- `text-classification`: Each subtask in RAFT is a text classification task, and the provided train and test sets can be used to submit to the [RAFT Leaderboard](https://huggingface.co/spaces/ought/raft-leaderboard) To prevent overfitting and tuning on a held-out test set, the leaderboard is only evaluated once per week. Each task has its macro-f1 score calculated, then those scores are averaged to produce the overall leaderboard score. 
 
 ### Languages
 
@@ -80,15 +80,15 @@ The only language intentionally included in the dataset is American English (en-
 | ----------- | ----------- |
 | Ade Corpus V2 | <pre>Sentence: No regional side effects were noted.<br>ID: 0<br>Label: 2</pre> |
 | Banking 77 | <pre>Query: Is it possible for me to change my PIN number?<br>ID: 0<br>Label: 23<br></pre> |
-| Terms Of Service | <pre>Sentence: Crowdtangle may change these terms of service, as described above, notwithstanding any provision to the contrary in any agreemen...<br>ID: 0<br>Label: 2<br></pre> |
-| Tai Safety Research  |  <pre>Title: Malign generalization without internal search<br>Abstract Note: In my last post, I challenged the idea that inner alignment failures should be explained by appealing to agents which perform ex...<br>Url: https://www.alignmentforum.org/posts/ynt9TD6PrYw6iT49m/malign-generalization-without-internal-search...<br>Publication Year: 2020<br>Item Type: blogPost<br>Author: Barnett, Matthew<br>Publication Title: AI Alignment Forum<br>ID: 0<br>Label: 1</pre> |
 | Neurips Impact Statement Risks  | <pre>Paper title: Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation...<br>Paper link: https://proceedings.neurips.cc/paper/2020/file/ec1f764517b7ffb52057af6df18142b7-Paper.pdf...<br>Impact statement: This work makes the first attempt to search for all key components of panoptic pipeline and manages to accomplish this via the p...<br>ID: 0<br>Label: 1</pre> |
+| One Stop English  | <pre>Article: For 85 years, it was just a grey blob on classroom maps of the solar system. But, on 15 July, Pluto was seen in high resolution ...<br>ID: 0<br>Label: 3<br></pre> |
 | Overruling  | <pre>Sentence: in light of both our holding today and previous rulings in johnson, dueser, and gronroos, we now explicitly overrule dupree....<br>ID: 0<br>Label: 2<br></pre> |
+| Semiconductor Org Types  | <pre>Paper title: 3Gb/s AC-coupled chip-to-chip communication using a low-swing pulse receiver...<br>Organization name: North Carolina State Univ.,Raleigh,NC,USA<br>ID: 0<br>Label: 3<br></pre> |
 | Systematic Review Inclusion  | <pre>Title: Prototyping and transforming facial textures for perception research...<br>Abstract: Wavelet based methods for prototyping facial textures for artificially transforming the age of facial images were described. Pro...<br>Authors: Tiddeman, B.; Burt, M.; Perrett, D.<br>Journal: IEEE Comput Graphics Appl<br>ID: 0<br>Label: 2</pre> |
-| One Stop English  | <pre>Article: For 85 years, it was just a grey blob on classroom maps of the solar system. But, on 15 July, Pluto was seen in high resolution ...<br>ID: 0<br>Label: 3<br></pre> |
+| Tai Safety Research  |  <pre>Title: Malign generalization without internal search<br>Abstract Note: In my last post, I challenged the idea that inner alignment failures should be explained by appealing to agents which perform ex...<br>Url: https://www.alignmentforum.org/posts/ynt9TD6PrYw6iT49m/malign-generalization-without-internal-search...<br>Publication Year: 2020<br>Item Type: blogPost<br>Author: Barnett, Matthew<br>Publication Title: AI Alignment Forum<br>ID: 0<br>Label: 1</pre> | 
+| Terms Of Service | <pre>Sentence: Crowdtangle may change these terms of service, as described above, notwithstanding any provision to the contrary in any agreemen...<br>ID: 0<br>Label: 2<br></pre> |
 | Tweet Eval Hate  | <pre>Tweet: New to Twitter-- any men on here know what the process is to get #verified?...<br>ID: 0<br>Label: 2<br></pre> |
 | Twitter Complaints  | <pre>Tweet text: @HMRCcustomers No this is my first job<br>ID: 0<br>Label: 2</pre> |
-| Semiconductor Org Types  | <pre>Paper title: 3Gb/s AC-coupled chip-to-chip communication using a low-swing pulse receiver...<br>Organization name: North Carolina State Univ.,Raleigh,NC,USA<br>ID: 0<br>Label: 3<br></pre> |
 
 
 ### Data Fields
@@ -103,12 +103,29 @@ dataset = datasets.load_dataset("ought/raft", "ade_corpus_v2")
 label_info = dataset.features["Label"]
 # Use the int2str method to access the textual labels.
 print([label_info.int2str(i) for i in (0, 1, 2)])
-# >>> ['Unlabeled', 'ADE-related', 'not ADE-related']
+# ['Unlabeled', 'ADE-related', 'not ADE-related']
 ```
 
 ### Data Splits
 
-[More Information Needed]
+There are two splits provided: train data and unlabeled test data.
+
+The training examples were chosen at random. No attempt was made to ensure that classes were balanced or proportional in the training data -- indeed, the Banking 77 task with 77 different classes if used cannot fit all of its classes into the 50 training examples.
+
+| Dataset                        | Train Size | Test Size |   |
+|--------------------------------|------------|-----------|---|
+| Ade Corpus V2                  | 50         | 5000      |   |
+| Banking 77                     | 50         | 5000      |   |
+| Neurips Impact Statement Risks | 50         | 150       |   |
+| One Stop English               | 50         | 518       |   |
+| Overruling                     | 50         | 2350      |   |
+| Semiconductor Org Types        | 50         | 449       |   |
+| Systematic Review Inclusion    | 50         | 2244      |   |
+| TAI Safety Research            | 50         | 1639      |   |
+| Terms Of Service               | 50         | 5000      |   |
+| Tweet Eval Hate                | 50         | 2966      |   |
+| Twitter Complaints             | 50         | 3399      |   |
+| **Total**                      | **550**    | **28715** |   |
 
 ## Dataset Creation
 
@@ -168,15 +185,15 @@ RAFT aggregates many other datasets, each of which is provided under its own lic
 | ----------- | ----------- |
 | Ade Corpus V2 | Test |
 | Banking 77 | |
-| Terms Of Service | |
-| Tai Safety Research  |  |
 | Neurips Impact Statement Risks  |  |
+| One Stop English  |  |
 | Overruling  |  |
+| Semiconductor Org Types  |  |
 | Systematic Review Inclusion  |  |
-| One Stop English  |  |
+| Tai Safety Research  |  |
+| Terms Of Service | |
 | Tweet Eval Hate  |  |
 | Twitter Complaints  |  |
-| Semiconductor Org Types  |  |