• Refine your search:
  • 
    Keyword:
    
    • FOS Computer and information sciences (89)
    • 89999 Information and Computing Sciences not elsewhere classified (59)
    • Computation and Language cs.CL (30)
    • Linguistics (12)
    • Computational Linguistics (9)
    • Natural Language Processing (7)
    • 170203 Knowledge Representation and Machine Learning (6)
    • Artificial intelligence (6)
    • FOS Psychology (6)
    • Neural Network (6)
    •   more
  • 
    Creator / Publisher
  • 
    Year
  • 
    Medium
  • 
    Type
  • 
    BLLDB-Access

Search in the Catalogues and Directories

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 3 4 5 6...8 Hits 21 – 40 of 143 21 Positive AI with Social Commonsense Models Sap, Maarten. - 2021 Abstract: Thesis (Ph.D.)--University of Washington, 2021 ; To effectively understand language and safely communicate with humans, machines must not only grasp the surface meanings of texts, but also their underlying social meaning. This requires understanding interpersonal social commonsense, such as knowing to thank someone for giving you a present, as well as accounting for harmful social biases and stereotypes. While understanding these implied social dynamics is easy for most humans, it remains an elusive goal for AI and NLP systems. Importantly, systems that fail to account for these social and power dynamics risk producing redundant, rude, or even harmful outputs. In this dissertation, we take several steps towards making NLP systems more human-centric, socially aware, and equity driven, motivated by the increased prowess and prevalence of AI and NLP technology. In the first part, we investigate methods for enabling NLP systems to reason about and revise the commonsense implications of text. We introduce ATOMIC, the first largescale social commonsense knowledge graph for machines to reason about the causes and effects of everyday situations, and POWERTRANSFORMER, a system to revise the social implications of text using connotation frames of power and agency. In the second part, we tackle the problem of detecting and representing social biases and toxicity in language with socially aware NLP models. We examine shortcomings of existing toxic language detection tools, uncovering strong racial biases which causes text written by African American authors to be flagged as toxic more often than by white authors. Then, we introduce SOCIAL BIAS FRAMES, a new structured linguistic representation for distilling the harmful or biased implications of text in free-text explanations. We conclude by the discussing the contributions of this dissertation as well as future directions towards improving the social awareness and equity of NLP systems. Keyword: Artificial intelligence; Commonsense reasoning; Computer science; Computer science and engineering; language connotations; Linguistics; social biases; toxic language URL: http://hdl.handle.net/1773/47999 BASE Hide details 22 Semantic Comparisons for Natural Language Processing Applications Lin, Lucy. - 2021 BASE Show details 23 Challenges in Automated Debiasing for Toxic Language Detection ZHOU, XUHUI. - 2021 BASE Show details 24 Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank ... Chau, Ethan C.; Lin, Lucy H.; Smith, Noah A.. - : arXiv, 2020 BASE Show details 25 The Multilingual Amazon Reviews Corpus ... Keung, Phillip; Lu, Yichao; Szarvas, György. - : arXiv, 2020 BASE Show details 26 Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings ... Keung, Phillip; Salazar, Julian; Lu, Yichao. - : arXiv, 2020 BASE Show details 27 Evaluating Models' Local Decision Boundaries via Contrast Sets ... Gardner, Matt; Artzi, Yoav; Basmova, Victoria. - : arXiv, 2020 BASE Show details 28 Grounded Compositional Outputs for Adaptive Language Modeling ... Pappas, Nikolaos; Mulcaire, Phoebe; Smith, Noah A.. - : arXiv, 2020 BASE Show details 29 Multilingual and Interlingual Semantic Representations for Natural Language Processing: A Brief Introduction Costa-jussà, Marta R.; España-Bonet, Cristina; Fung, Pascale... In: Computational Linguistics, Vol 46, Iss 2, Pp 249-255 (2020) (2020) BASE Show details 30 Polyglot Contextual Representations Improve Crosslingual Transfer ... Mulcaire, Phoebe; Kasai, Jungo; Smith, Noah A.. - : arXiv, 2019 BASE Show details 31 Situating Sentence Embedders with Nearest Neighbor Overlap ... Lin, Lucy H.; Smith, Noah A.. - : arXiv, 2019 BASE Show details 32 Low-Resource Parsing with Crosslingual Contextualized Representations ... Mulcaire, Phoebe; Kasai, Jungo; Smith, Noah A.. - : arXiv, 2019 BASE Show details 33 Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning ... Dasigi, Pradeep; Liu, Nelson F.; Marasović, Ana. - : arXiv, 2019 BASE Show details 34 Shallow Syntax in Deep Water ... Swayamdipta, Swabha; Peters, Matthew; Roof, Brendan. - : arXiv, 2019 BASE Show details 35 Measuring Online Debaters’ Persuasive Skill from Text over Time Luu, Kelvin; Tan, Chenhao; Smith, Noah A. In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 537-550 (2019) (2019) BASE Show details 36 Empirical Risk Minimization for Probabilistic Grammars: Sample Complexity and Hardness of Learning ... Cohen, Shay B.; Smith, Noah A.. - : Figshare, 2018 BASE Show details 37 Nonparametric Word Segmentation for Machine Translation ... ThuyLinh Nguyen; Vogel, Stephan; Smith, Noah A.. - : Figshare, 2018 BASE Show details 38 Unsupervised Bilingual POS Tagging with Markov Random Fields ... Desai Chen; Dyer, Chris; Cohen, Shay B.. - : Figshare, 2018 BASE Show details 39 Unsupervised Bilingual POS Tagging with Markov Random Fields ... Desai Chen; Dyer, Chris; Cohen, Shay B.. - : Figshare, 2018 BASE Show details 40 Polyglot Semantic Role Labeling ... Mulcaire, Phoebe; Swayamdipta, Swabha; Smith, Noah. - : arXiv, 2018 BASE Show details Page: 1 2 3 4 5 6...8

Mobile view All Catalogues UB Frankfurt Linguistik 0 IDS Mannheim 0 OLC Linguistik 4 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 0 Institut für Empirische Sprachwissenschaft 0 Leibniz-Centre General Linguistics (ZAS) 0 Bibliographies BLLDB 7 BDSL 0 IDS Bibliografie zur deutschen Grammatik 0 IDS Bibliografie zur Gesprächsforschung 0 IDS Konnektoren im Deutschen 0 IDS Präpositionen im Deutschen 0 IDS OBELEX meta 0 MPI-SHH Linguistics Collection 0 MPI for Psycholinguistics 0 Linked Open Data catalogues Annohub 0 Online resources Link directory 0 Journal directory 0 Database directory 0 Dictionary directory 0 Open access documents BASE 135 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0