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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 BASE Show 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; Singh, Sameer. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.acl-short.22 Abstract: The predominant challenge in weakly supervised semantic parsing is that of spurious programs that evaluate to correct answers for the wrong reasons. Prior work uses elaborate search strategies to mitigate the prevalence of spurious programs; however, they typically consider only one input at a time. In this work we explore the use of consistency between the output programs for related inputs to reduce the impact of spurious programs. We bias the program search (and thus the model's training signal) towards programs that map the same phrase in related inputs to the same sub-parts in their respective programs. Additionally, we study the importance of designing logical formalisms that facilitate this kind of consistency-based training. We find that a more consistent formalism leads to improved model performance even without consistency-based training. When combined together, these two insights lead to a 10% absolute improvement over the best ... Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics URL: https://underline.io/lecture/25954-enforcing-consistency-in-weakly-supervised-semantic-parsing https://dx.doi.org/10.48448/1sq8-3767 BASE Hide 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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