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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 – 17 of 17 1 Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks ... Cui, Ruixiang; Hershcovich, Daniel; Søgaard, Anders. - : arXiv, 2022 Abstract: Logical approaches to representing language have developed and evaluated computational models of quantifier words since the 19th century, but today's NLU models still struggle to capture their semantics. We rely on Generalized Quantifier Theory for language-independent representations of the semantics of quantifier words, to quantify their contribution to the errors of NLU models. We find that quantifiers are pervasive in NLU benchmarks, and their occurrence at test time is associated with performance drops. Multilingual models also exhibit unsatisfying quantifier reasoning abilities, but not necessarily worse for non-English languages. To facilitate directly-targeted probing, we present an adversarial generalized quantifier NLI task (GQNLI) and show that pre-trained language models have a clear lack of robustness in generalized quantifier reasoning. ... : To appear at NAACL 2022 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Logic in Computer Science cs.LO URL: https://dx.doi.org/10.48550/arxiv.2204.10615 https://arxiv.org/abs/2204.10615 BASE Hide details 2 Challenges and Strategies in Cross-Cultural NLP ... Hershcovich, Daniel; Frank, Stella; Lent, Heather. - : arXiv, 2022 BASE Show details 3 Meaning Representation of Numeric Fused-Heads in UCCA ... Cui, Ruixiang; Hershcovich, Daniel. - : arXiv, 2021 BASE Show details 4 Great Service! Fine-grained Parsing of Implicit Arguments ... Cui, Ruixiang; Hershcovich, Daniel. - : arXiv, 2021 BASE Show details 5 Multilingual Compositional Wikidata Questions ... Cui, Ruixiang; Aralikatte, Rahul; Lent, Heather. - : arXiv, 2021 BASE Show details 6 Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Abdou, Mostafa; Frank, Stella. - : Underline Science Inc., 2021 BASE Show details 7 A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; de Lhoneux, Miryam; Hartmann, Mareike. - : Underline Science Inc., 2021 BASE Show details 8 Does injecting linguistic structure into language models lead to better alignment with brain recordings? ... Abdou, Mostafa; Gonzalez, Ana Valeria; Toneva, Mariya. - : arXiv, 2021 BASE Show details 9 Køpsala: Transition-Based Graph Parsing via Efficient Training and Effective Encoding ... Hershcovich, Daniel; de Lhoneux, Miryam; Kulmizev, Artur. - : arXiv, 2020 BASE Show details 10 Refining Implicit Argument Annotation for UCCA ... Cui, Ruixiang; Hershcovich, Daniel. - : arXiv, 2020 BASE Show details 11 Lexical Semantic Recognition ... Liu, Nelson F.; Hershcovich, Daniel; Kranzlein, Michael. - : arXiv, 2020 BASE Show details 12 Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical Semantics ... Hershcovich, Daniel; Schneider, Nathan; Dvir, Dotan. - : arXiv, 2020 BASE Show details 13 SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA ... Hershcovich, Daniel; Aizenbud, Zohar; Choshen, Leshem. - : arXiv, 2019 BASE Show details 14 CoNLL 2018 Shared Task System Outputs Zeman, Daniel; Potthast, Martin; Duthoo, Elie. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2018 BASE Show details 15 Universal Dependency Parsing with a General Transition-Based DAG Parser ... Hershcovich, Daniel; Abend, Omri; Rappoport, Ari. - : arXiv, 2018 BASE Show details 16 SemEval 2019 Shared Task: Cross-lingual Semantic Parsing with UCCA - Call for Participation ... Hershcovich, Daniel; Choshen, Leshem; Sulem, Elior. - : arXiv, 2018 BASE Show details 17 A Transition-Based Directed Acyclic Graph Parser for UCCA ... Hershcovich, Daniel; Abend, Omri; Rappoport, Ari. - : arXiv, 2017 BASE Show details

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