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lexical_relation_classification

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asahi417 commited on Jul 20, 2022

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@@ -23,32 +23,22 @@ Five different datasets (`BLESS`, `CogALexV`, `EVALution`, `K&H+N`, `ROOT09`) fo
 ### Dataset Summary
 This dataset contains 5 different word analogy questions used in [Analogy Language Model](https://aclanthology.org/2021.acl-long.280/).
-| name | Size (valid/test) | Num of choice | Num of relation group | Original Reference                                                         |
-|---------|------------------:|--------------:|----------------------:|:--------------------------------------------------------------------------:|
-| `sat_full`| -/374             | 5             | 2                     | [Turney (2005)](https://arxiv.org/pdf/cs/0508053.pdf)                      |
-| `sat`     | 37/337            | 5             | 2                     | [Turney (2005)](https://arxiv.org/pdf/cs/0508053.pdf)                      |
-| `u2`      | 24/228            | 5,4,3         | 9                     | [EnglishForEveryone](https://englishforeveryone.org/Topics/Analogies.html) |
-| `u4`      | 48/432            | 5,4,3         | 5                     | [EnglishForEveryone](https://englishforeveryone.org/Topics/Analogies.html) |
-| `google`  | 50/500            | 4             | 2                     | [Mikolov et al., (2013)](https://www.aclweb.org/anthology/N13-1090.pdf)    |
-| `bats`    | 199/1799          | 4             | 3                     | [Gladkova et al., (2016)](https://www.aclweb.org/anthology/N18-2017.pdf)   |
 ## Dataset Structure
 ### Data Instances
-An example of `test` looks as follows.
 ```
-{
-    "stem": ["raphael", "painter"],
-    "answer": 2,
-    "choice": [["andersen", "plato"],
-                ["reading", "berkshire"],
-                ["marx", "philosopher"],
-                ["tolstoi", "edison"]]
-}
 ```
-where `stem` is the query word pair, `choice` has word pair candidates,
-and `answer` indicates the index of correct candidate which starts from `0`.
-All data is lowercased except Google dataset.
 ### Citation Information
 ```

 ### Dataset Summary
 This dataset contains 5 different word analogy questions used in [Analogy Language Model](https://aclanthology.org/2021.acl-long.280/).
+| name          | train | validation | test |
+|---------------|------:|-------:|-----:|
+| `BLESS`       | 18582 | 1327   | 6637 |
+| `CogALexV`    | 3054  | -      | 4260 |
+| `EVALution`   | 5160  | 372    | 1846 |
+| `K&H+N`       | 40256 | 2876   | 14377 |
+| `ROOT09`      | 8933  | 638    | 3191 |
 ## Dataset Structure
 ### Data Instances
+An example looks as follows.
 ```
+{"head": "turtle", "tail": "live", "relation": "event"}
 ```
+The `stem` and `tail` are the word pair and `relation` is the corresponding relation label.
 ### Citation Information
 ```