Update README.md

README.md

@@ -1,58 +1,158 @@
----
-dataset_info:
-  features:
-  - name: id
-    dtype: string
-  - name: label
-    dtype: string
-  - name: prompts
-    list:
-    - name: phrase
-      dtype: string
-    - name: choice1
-      dtype: string
-    - name: choice2
-      dtype: string
-  - name: prompt_templates
-    sequence: string
-  - name: metadata
-    struct:
-    - name: language
-      dtype: string
-  splits:
-  - name: id
-    num_bytes: 163609
-    num_examples: 295
-  - name: id_fewshot
-    num_bytes: 905
-    num_examples: 5
-  - name: jv
-    num_bytes: 141631
-    num_examples: 282
-  - name: jv_fewshot
-    num_bytes: 714
-    num_examples: 5
-  - name: su
-    num_bytes: 139902
-    num_examples: 295
-  - name: su_fewshot
-    num_bytes: 701
-    num_examples: 5
-  download_size: 85457
-  dataset_size: 447462
-configs:
-- config_name: default
-  data_files:
-  - split: id
-    path: data/id-*
-  - split: id_fewshot
-    path: data/id_fewshot-*
-  - split: jv
-    path: data/jv-*
-  - split: jv_fewshot
-    path: data/jv_fewshot-*
-  - split: su
-    path: data/su-*
-  - split: su_fewshot
-    path: data/su_fewshot-*
----
+---
+pretty_name: SEA Metaphor
+license:
+- mit
+task_categories:
+- text-generation
+- question-answering
+language:
+- id
+- jv
+- su
+dataset_info:
+  features:
+  - name: id
+    dtype: string
+  - name: label
+    dtype: string
+  - name: prompts
+    list:
+    - name: phrase
+      dtype: string
+    - name: choice1
+      dtype: string
+    - name: choice2
+      dtype: string
+  - name: prompt_templates
+    sequence: string
+  - name: metadata
+    struct:
+    - name: language
+      dtype: string
+  splits:
+  - name: id
+    num_bytes: 163609
+    num_examples: 295
+    num_tokens_gpt_4o: 10289
+    num_tokens_gemma_2: 10120
+    num_tokens_llama_3: 13265
+  - name: id_fewshot
+    num_bytes: 905
+    num_examples: 5
+    num_tokens_gpt_4o: 183
+    num_tokens_gemma_2: 178
+    num_tokens_llama_3: 239
+  - name: jv
+    num_bytes: 141631
+    num_examples: 282
+    num_tokens_gpt_4o: 10167
+    num_tokens_gemma_2: 10923
+    num_tokens_llama_3: 13279
+  - name: jv_fewshot
+    num_bytes: 714
+    num_examples: 5
+    num_tokens_gpt_4o: 154
+    num_tokens_gemma_2: 168
+    num_tokens_llama_3: 198
+  - name: su
+    num_bytes: 139902
+    num_examples: 295
+    num_tokens_gpt_4o: 8973
+    num_tokens_gemma_2: 10046
+    num_tokens_llama_3: 11858
+  - name: su_fewshot
+    num_bytes: 701
+    num_examples: 5
+    num_tokens_gpt_4o: 153
+    num_tokens_gemma_2: 165
+    num_tokens_llama_3: 193
+  download_size: 85457
+  dataset_size: 447462
+  total_tokens_gpt_4o: 29919
+  total_tokens_gemma_2: 31600
+  total_tokens_llama_3: 39032
+configs:
+- config_name: default
+  data_files:
+  - split: id
+    path: data/id-*
+  - split: id_fewshot
+    path: data/id_fewshot-*
+  - split: jv
+    path: data/jv-*
+  - split: jv_fewshot
+    path: data/jv_fewshot-*
+  - split: su
+    path: data/su-*
+  - split: su_fewshot
+    path: data/su_fewshot-*
+size_categories:
+- 1K<n<10K
+---
+
+# SEA Metaphor
+
+SEA Metaphor evaluates a model's ability to interpret paired figurative phrases with divergent meanings. It is sampled from [Multilingual-Fig-QA](https://aclanthology.org/2023.findings-acl.525) for Indonesian, Javanese, and Sundanese.
+
+### Supported Tasks and Leaderboards
+
+SEA Metaphor is designed for evaluating chat or instruction-tuned large language models (LLMs). It is part of the [SEA-HELM](https://leaderboard.sea-lion.ai/) leaderboard from [AI Singapore](https://aisingapore.org/).
+
+### Languages
+- Indonesian (id)
+- Javanese (jv)
+- Sundanese (su)
+
+### Dataset Details
+SEA Metaphor is split by language, with additional splits containing fewshot examples. Below are the statistics for this dataset. The number of tokens only refer to the strings of text found within the `prompts` column.
+
+| Split | # of examples | # of GPT-4o tokens | # of Gemma 2 tokens | # of Llama 3 tokens |
+|-|:-|:-|:-|:-|
+| id | 295 | 10289 | 10120 | 13265
+| jv | 282 | 10167 | 10923 | 13279
+| su | 295 | 8973 | 10046 | 11858
+| id_fewshot | 5 | 183 | 178 | 239
+| jv_fewshot | 5 | 154 | 168 | 198
+| su_fewshot | 5 | 153 | 165 | 193
+| **total** | 887 | 29919 | 31600 | 39032 |
+
+### Data Sources
+
+| Data Source | License | Language/s | Split/s
+|-|:-|:-| :-|
+| [Multilingual-Fig-QA](https://github.com/simran-khanuja/Multilingual-Fig-QA) | [MIT](https://mit-license.org/) | Indonesian, Javanese, Sundanese | id, id_fewshot, jv, jv_fewshot, su, su_fewshot
+
+### License
+
+For the license/s of the dataset/s, please refer to the data sources table above.
+
+We endeavor to ensure data used is permissible and have chosen datasets from creators who have processes to exclude copyrighted or disputed data. 
+
+
+### References
+
+```bibtex
+@inproceedings{kabra-etal-2023-multi,
+    title = "Multi-lingual and Multi-cultural Figurative Language Understanding",
+    author = "Kabra, Anubha  and
+      Liu, Emmy  and
+      Khanuja, Simran  and
+      Aji, Alham Fikri  and
+      Winata, Genta  and
+      Cahyawijaya, Samuel  and
+      Aremu, Anuoluwapo  and
+      Ogayo, Perez  and
+      Neubig, Graham",
+    editor = "Rogers, Anna  and
+      Boyd-Graber, Jordan  and
+      Okazaki, Naoaki",
+    booktitle = "Findings of the Association for Computational Linguistics: ACL 2023",
+    month = jul,
+    year = "2023",
+    address = "Toronto, Canada",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/2023.findings-acl.525",
+    doi = "10.18653/v1/2023.findings-acl.525",
+    pages = "8269--8284",
+}
+```