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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 Page: 1 2 Hits 1 – 20 of 24 1 What Models Know About Their Attackers: Deriving Attacker Information From Latent Representations ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Adam; Asthana, Kalyani. - : Underline Science Inc., 2021 BASE Show details 2 Benchmarking Scalable Methods for Streaming Cross Document Entity Coreference ... 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; Bikel, Daniel; Logan, Robert. - : Underline Science Inc., 2021 BASE Show details 3 Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP ... 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; Chen, Anthony; Gudipati, Pallavi. - : 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 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 6 Beyond Accuracy: Behavioral Testing of NLP models with CheckList ... Ribeiro, Marco Tulio; Wu, Tongshuang; Guestrin, Carlos. - : arXiv, 2020 BASE Show details 7 Evaluating Models' Local Decision Boundaries via Contrast Sets ... Gardner, Matt; Artzi, Yoav; Basmova, Victoria; Berant, Jonathan; Bogin, Ben; Chen, Sihao; Dasigi, Pradeep; Dua, Dheeru; Elazar, Yanai; Gottumukkala, Ananth; Gupta, Nitish; Hajishirzi, Hanna; Ilharco, Gabriel; Khashabi, Daniel; Lin, Kevin; Liu, Jiangming; Liu, Nelson F.; Mulcaire, Phoebe; Ning, Qiang; Singh, Sameer; Smith, Noah A.; Subramanian, Sanjay; Tsarfaty, Reut; Wallace, Eric; Zhang, Ally; Zhou, Ben. - : arXiv, 2020 Abstract: Standard test sets for supervised learning evaluate in-distribution generalization. Unfortunately, when a dataset has systematic gaps (e.g., annotation artifacts), these evaluations are misleading: a model can learn simple decision rules that perform well on the test set but do not capture a dataset's intended capabilities. We propose a new annotation paradigm for NLP that helps to close systematic gaps in the test data. In particular, after a dataset is constructed, we recommend that the dataset authors manually perturb the test instances in small but meaningful ways that (typically) change the gold label, creating contrast sets. Contrast sets provide a local view of a model's decision boundary, which can be used to more accurately evaluate a model's true linguistic capabilities. We demonstrate the efficacy of contrast sets by creating them for 10 diverse NLP datasets (e.g., DROP reading comprehension, UD parsing, IMDb sentiment analysis). Although our contrast sets are not explicitly adversarial, model ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2004.02709 https://dx.doi.org/10.48550/arxiv.2004.02709 BASE Hide details 8 Model Performance as an Estimator of Language Complexity Schaedler, Peter William. - : eScholarship, University of California, 2019 BASE Show details 9 Distributed Non-Parametric Representations for Vital Filtering: UW at TREC KBA 2014 Cano, Ignacio; Singh, Sameer; Guestrin, Carlos In: DTIC (2014) BASE Show details 10 Evaluation of an objective technique for analysing temporal variables in DAT spontaneous speech Singh, Sameer; Bucks, Romola S.; Cuerden, Joanne M. In: Aphasiology. - London [u.a.] : Routledge, Taylor & Francis Group 15 (2001) 6, 571-584 OLC Linguistik Show details 11 Evaluation of an objective technique for analysing temporal variables in DAT spontaneous speech Singh, Sameer; Bucks, Romola S.; Cuerden, Joanne M. In: Aphasiology. - London [u.a.] : Routledge, Taylor & Francis Group 15 (2001) 6, 571-583 BLLDB Show details 12 A pilot study on gender differences in conversational speech on lexical richness measures Singh, Sameer In: Literary & linguistic computing. - Oxford : Oxford Univ. Press 16 (2001) 3, 251-264 BLLDB Show details 13 A Pilot Study on Gender Differences in Conversational Speech on Lexical Richness Measures Singh, Sameer In: Literary & linguistic computing. - Oxford : Oxford Univ. Press 16 (2001) 3, 251-264 OLC Linguistik Show details 14 A Pilot Study on Gender Differences in Conversational Speech on Lexical Richness Measures Singh, Sameer. - : Oxford University Press, 2001 BASE Show details 15 Evaluation of an objective technique for anlaysing temporal variables in DAT spontaneous speech Singh, Sameer; Bucks, Romola S.; Cuerden, Joanne M.. - 2001 BASE Show details 16 Designing intelligent interfaces for users with memory and language limitations Singh, Sameer In: Aphasiology. - London [u.a.] : Routledge, Taylor & Francis Group 14 (2000) 2, 157-177 BLLDB Show details 17 Enhancing Comprehension of Web Information for Users with Special Linguistic Needs Singh, Sameer; Gedeon, Tomàs Domonkos; Rho, Youngju In: Journal of communication. - Cary, NC : Oxford University Press 48 (1998) 2, 86-108 OLC Linguistik Show details 18 Enhancing comprehension of Web information for users with special linguistic needs Singh, Sameer; Gedeon, Tamàs Domonkos; Rho, Youngju In: Journal of communication. - Cary, NC : Oxford University Press 48 (1998) 2, 86-108 BLLDB Show details 19 Language processing in ahpasia and dementia Kelly, Louise (Mitarb.); Shillcock, Richard (Mitarb.); Monaghan, Padraic (Mitarb.)... In: Clinical phonetics and linguistics. - London : Whurr Publ. (1998), 253-320 BLLDB Show details 20 Quantitative classification of conversational language using artificial neural networks Singh, Sameer In: Aphasiology. - London [u.a.] : Routledge, Taylor & Francis Group 11 (1997) 9, 829-844 BLLDB Show details Page: 1 2

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