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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 18 of 18 1 QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension ... Rogers, Anna; Gardner, Matt; Augenstein, Isabelle. - : arXiv, 2021 Abstract: Alongside huge volumes of research on deep learning models in NLP in the recent years, there has been also much work on benchmark datasets needed to track modeling progress. Question answering and reading comprehension have been particularly prolific in this regard, with over 80 new datasets appearing in the past two years. This study is the largest survey of the field to date. We provide an overview of the various formats and domains of the current resources, highlighting the current lacunae for future work. We further discuss the current classifications of ``reasoning types" in question answering and propose a new taxonomy. We also discuss the implications of over-focusing on English, and survey the current monolingual resources for other languages and multilingual resources. The study is aimed at both practitioners looking for pointers to the wealth of existing data, and at researchers working on new resources. ... : Under review ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2107.12708 https://dx.doi.org/10.48550/arxiv.2107.12708 BASE Hide details 2 Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Agnew, William; Dodge, Jesse. - : Underline Science Inc., 2021 BASE Show details 3 COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Berant, Jonathan; Bogin, Ben. - : Underline Science Inc., 2021 BASE Show details 4 Enforcing Consistency in Weakly Supervised Semantic Parsing ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Gardner, Matt; Gupta, Nitish. - : Underline Science Inc., 2021 BASE Show details 5 Understanding Mention Detector-Linker Interaction in Neural Coreference Resolution ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Gardner, Matt; Wu, Zhaofeng. - : Underline Science Inc., 2021 BASE Show details 6 Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization ... Ni, Ansong; Gardner, Matt; Dasigi, Pradeep. - : arXiv, 2021 BASE Show details 7 Tailor: Generating and Perturbing Text with Semantic Controls ... Ross, Alexis; Wu, Tongshuang; Peng, Hao. - : arXiv, 2021 BASE Show details 8 Competency Problems: On Finding and Removing Artifacts in Language Data ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Dodge, Jesse; Gardner, Matt. - : Underline Science Inc., 2021 BASE Show details 9 Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Dasigi, Pradeep; Gardner, Matt. - : Underline Science Inc., 2021 BASE Show details 10 Break It Down: A Question Understanding Benchmark ... Wolfson, Tomer; Geva, Mor; Gupta, Ankit. - : arXiv, 2020 BASE Show details 11 Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering ... Bogin, Ben; Subramanian, Sanjay; Gardner, Matt. - : arXiv, 2020 BASE Show details 12 Evaluating Models' Local Decision Boundaries via Contrast Sets ... Gardner, Matt; Artzi, Yoav; Basmova, Victoria. - : arXiv, 2020 BASE Show details 13 IIRC: A Dataset of Incomplete Information Reading Comprehension Questions ... Ferguson, James; Gardner, Matt; Hajishirzi, Hannaneh. - : arXiv, 2020 BASE Show details 14 Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning ... Dasigi, Pradeep; Liu, Nelson F.; Marasović, Ana. - : arXiv, 2019 BASE Show details 15 Deep contextualized word representations ... Peters, Matthew E.; Neumann, Mark; Iyyer, Mohit. - : arXiv, 2018 BASE Show details 16 Grammatical Variation and Change in Industrial Cape Breton Gardner, Matt Hunt. - 2017 BASE Show details 17 The acoustic and articulatory characteristics of Cape Breton fricative /t/ Hunt Gardner, Matt In: Dialectologia et geolinguistica. - Berlin [u.a.] : Mouton de Gruyter 21 (2013), 3-20 BLLDB OLC Linguistik Show details 18 The Phonology of the Canadian Shift Revisited: Thunder Bay & Cape Breton Roeder, Rebecca V.; Gardner, Matt Hunt In: University of Pennsylvania Working Papers in Linguistics (2013) BASE Show details

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