| WebComplexQuestions - v1.1.0 - 2018-06-29 | |
| ---------------------------------------------- | |
| This package contains ComplexWebQuestions, a dataset that contains a large set of complex questions in natural language. | |
| (c) 2018. Alon Talmor, Tel-Aviv University. | |
| LICENSE | |
| The software is licensed under the full GPL v2+. Please see the file LICENCE.txt | |
| For more information, bug reports, and fixes, contact: | |
| Alon Talmor | |
| [email protected] | |
| CONTACT | |
| For questions about this distribution, please contact Tel-Aviv University NLP group | |
| at [email protected]. We provide assistance on a best-effort | |
| basis. | |
| QUESTION FILES | |
| The dataset contains 34,689 examples divided into 27,734 train, 3,480 dev, 3,475 test. | |
| each containing: | |
| "ID”: The unique ID of the example; | |
| "webqsp_ID": The original WebQuestionsSP ID from which the question was constructed; | |
| "webqsp_question": The WebQuestionsSP Question from which the question was constructed; | |
| "machine_question": The artificial complex question, before paraphrasing; | |
| "question": The natural language complex question; | |
| "sparql": Freebase SPARQL query for the question. Note that the SPARQL was constructed for the machine question, the actual question after paraphrasing | |
| may differ from the SPARQL. | |
| "compositionality_type": An estimation of the type of compositionally. {composition, conjunction, comparative, superlative}. The estimation has not been manually verified, | |
| the question after paraphrasing may differ from this estimation. | |
| "answers": a list of answers each containing answer: the actual answer; answer_id: the Freebase answer id; aliases: freebase extracted aliases for the answer. | |
| "created": creation time | |
| NOTE: test set does not contain “answer” field. For test evaluation please send email to | |
| [email protected]. | |
| WEB SNIPPET FILES | |
| The snippets files consist of 12,725,989 snippets each containing | |
| PLEASE DON”T USE CHROME WHEN DOWNLOADING THESE FROM DROPBOX (THE UNZIP COULD FAIL) | |
| "question_ID”: the ID of related question, containing at least 3 instances of the same ID (full question, split1, split2); | |
| "question": The natural language complex question; | |
| "web_query": Query sent to the search engine. | |
| “split_source”: 'noisy supervision split' or ‘ptrnet split’, please train on examples containing “ptrnet split” when comparing to Split+Decomp from https://arxiv.org/abs/1807.09623 | |
| “split_type”: 'full_question' or ‘split_part1' or ‘split_part2’ please use ‘composition_answer’ in question of type composition and split_type: “split_part1” when training a reading comprehension model on splits as in Split+Decomp from https://arxiv.org/abs/1807.09623 (in the rest of the cases use the original answer). | |
| "web_snippets": ~100 web snippets per query. Each snippet includes Title,Snippet. They are ordered according to Google results. | |
| With a total of | |
| 10,035,571 training set snippets | |
| 1,350,950 dev set snippets | |
| 1,339,468 test set snippets | |
| -------------------- | |
| CHANGES | |
| -------------------- | |
| 2018-06-29 1.1 Second release | |
| The Question file format remains the same, except that we added an additional field related to the answer of decomposed questions. Average number of snippets per question increased. See https://arxiv.org/abs/1807.09623 | |
| 2018-03-01 1.0 Initial release | |