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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; Gardner, Matt; Gupta, Shivanshu. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.774/ Abstract: While interest in models that generalize at test time to new compositions has risen in recent years, benchmarks in the visually-grounded domain have thus far been restricted to synthetic images. In this work, we propose COVR, a new test-bed for visually-grounded compositional generalization with real images. To create COVR, we use real images annotated with scene graphs, and propose an almost fully automatic procedure for generating question-answer pairs along with a set of context images. COVR focuses on questions that require complex reasoning, including higher-order operations such as quantification and aggregation. Due to the automatic generation process, COVR facilitates the creation of compositional splits, where models at test time need to generalize to new concepts and compositions in a zero- or few-shot setting. We construct compositional splits using COVR and demonstrate a myriad of cases where state-of-the-art ... Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Processing; Text Generation URL: https://dx.doi.org/10.48448/ccz0-bc51 https://underline.io/lecture/37494-covr-a-test-bed-for-visually-grounded-compositional-generalization-with-real-images BASE Hide 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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