Initial commit

.gitattributes

@@ -57,3 +57,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+data/train.json filter=lfs diff=lfs merge=lfs -text

LICENSE

@@ -0,0 +1,13 @@
+Copyright 2017 Google Inc.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.

README.md

@@ -0,0 +1,89 @@
+---
+language:
+- en
+license: apache-2.0
+tags:
+- text
+- question-and-answer
+pretty_name: AQuA-Rat
+task_categories:
+- question-answering
+---
+
+# Dataset Card for AQuA-Rat
+
+- **Homepage:** [https://github.com/google-deepmind/AQuA](https://github.com/google-deepmind/AQuA)
+  - This is an unofficial curation of the AQuA-Rat dataset, uploaded here with minimal (i.e., no content-modifying) processing.
+- **Paper:** [*Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems*](https://aclanthology.org/P17-1015.pdf) (ACL Anthology)
+
+Modifications:
+- Pre-tokenized splits removed since tokenization built into most LM pipelines.
+- Fixed file suffix from `.json` to `.jsonl`.
+- Changed `options` column to hardcoded A-E columns for easier parsing.
+- Changed `correct` column name to `answer_idx` and added `answer` containing the text of the correct answer.
+
+## Dataset Structure
+
+Column names have been slightly modified from the original dataset:
+
+```
+question: The question/prompt.
+rationale: The explanation for the solution.
+A: The "A" answer.
+B: The "B" answer.
+C: The "C" answer.
+D: The "D" answer.
+E: The "E" answer.
+answer_idx: The multiple-choice identifier for the correct answer.
+answer: The correct answer.
+```
+
+Compare this example with its equivalent from the original dataset.
+
+New:
+```json
+{
+  "question": "Find out which of the following values is the multiple of X, if it is divisible by 9 and 12?",
+  "rationale": "9=3*3\n12=3*4\nThe number should definitely have these factors 3*3*4\n36 is the number that has these factors\nSo, 36 is the multiple of X\nAnswer is A",
+  "A": "36",
+  "B": "15",
+  "C": "17",
+  "D": "5",
+  "E": "7",
+  "answer_idx": "A",
+  "answer": "36"
+}
+```
+
+Original:
+```json
+{
+  "question": "Find out which of the following values is the multiple of X, if it is divisible by 9 and 12?",
+  "options": ["A)36", "B)15", "C)17", "D)5", "E)7"],
+  "rationale": "9=3*3\n12=3*4\nThe number should definitely have these factors 3*3*4\n36 is the number that has these factors\nSo, 36 is the multiple of X\nAnswer is A",
+  "correct": "A",
+}
+```
+
+No other changes were made.
+
+## Citation Information
+
+For reproducibility, please include a link to *this* dataset when publishing results based on the included data.
+
+For formal citations, please cite the *original* publication:
+```
+@inproceedings{ling-etal-2017-program,
+    title = "Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems",
+    author = "Ling, Wang and Yogatama, Dani and Dyer, Chris and Blunsom, Phil",
+    editor = "Barzilay, Regina and Kan, Min-Yen",
+    booktitle = "Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
+    month = jul,
+    year = "2017",
+    address = "Vancouver, Canada",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/P17-1015/",
+    doi = "10.18653/v1/P17-1015",
+    pages = "158--167"
+}
+```

data/train.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e30ec10f1a6d1d8b28a1ffb4f813375b9bb6a229d3cd7a66f403f02c359ca11d
+size 49696979