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Vector space models of word meaning all share the assumption that words occurring in similar contexts have similar meanings.
Huggingface’s transformers: State-of-the-art natural language processing
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Distributional hypothesis
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Logic and conversation
Herbert Paul Grice. 1975 · 1975
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Zum status der satzadverbiale
Ewald Lang. 1979 · 1979
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Syntactic categories and semantic type
Barbara Partee. 1992 · 1992
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Domain restriction in dynamic semantics
Craige Roberts. 1995 · 1995
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Degree modifiers of adjectives in spoken british english
Carita Paradis. 1998 · 1998
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Presupposition and assertion in dynamic semantics , volume 29
David I Beaver. 2001 · 2001
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Language models are few-shot learners
Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020 · 2005
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Adverbs and quantification: Degrees versus frequency
Jenny Doetjes. 2007 · 2007
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Beyond word frequency: Bursts, lulls, and scaling in the temporal distributions of words
Eduardo G Altmann, Janet B Pierrehumbert, and Adilson E Motter. 2009 · 2009
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“was it good? it was provocative.” learning the meaning of scalar adjectives
Marie-Catherine De Marneffe, Christopher D Manning, and Christopher Potts. 2010 · 2010
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Aina Garí Soler and Marianna Apidianaki. 2020 · 2010
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Types of inference: entailment, presupposition, and implicature
Yan Huang. 2011 · 2011
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Absolutely relative or relatively absolute? the linguistic behavior of gradable adjectives and degree modifiers
Naomi Kamoen, Bregje Holleman, Rick Nouwen, Ted Sanders, and Huub van den Bergh. 2011 · 2011
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Lexicon-based methods for sentiment analysis
Maite Taboada, Julian Brooke, Milan Tofiloski, Kimberly Voll, and Manfred Stede. 2011 · 2011
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Syntactic annotations for the google books ngram corpus
Yuri Lin, Jean-Baptiste Michel, Erez Aiden Lieberman, Jon Orwant, Will Brockman, and Slav Petrov. 2012 · 2012
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Semantic compositionality through recursive matrix-vector spaces
Richard Socher, Brody Huval, Christopher D. Manning, and Andrew Y. Ng. 2012 · 2012
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Good, great, excellent: Global inference of semantic intensities
Gerard De Melo and Mohit Bansal. 2013 · 2013
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A broad-coverage challenge corpus for sentence understanding through inference
Adina Williams, Nikita Nangia, and Samuel Bowman. 2018 · 2018
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Language models are unsupervised multitask learners
Alec Radford, Jeff Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 2019 · 2019
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What bert is not: Lessons from a new suite of psycholinguistic diagnostics for language models
Allyson Ettinger. 2020 · 2020
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Beyond accuracy: Behavioral testing of NLP models with CheckList
Marco Tulio Ribeiro, Tongshuang Wu, Carlos Guestrin, and Sameer Singh. 2020 · 2020
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olmpics-on what language model pre-training captures
Alon Talmor, Yanai Elazar, Yoav Goldberg, and Jonathan Berant. 2020 · 2020
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Daniel Lassiter and Noah D Goodman. 2013 · 2013
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Comparing methods for deriving intensity scores for adjectives
Josef Ruppenhofer, Michael Wiegand, and Jasper Brandes. 2014 · 2014
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Learning adjective meanings with a tensor-based skip-gram model
Jean Maillard and Stephen Clark. 2015 · 2015
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Scalar alternatives and scalar inference involving adjectives: A comment on van tiel, et al. 2016
Louise McNally. 2017 · 2016
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spaCy 2: Natural language understanding with Bloom embeddings, convolutional neural networks and incremental parsing
Matthew Honnibal and Ines Montani. 2017 · 2017
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Lexical vs. logical words: the view from distributional semantics
Marta Abrusan, Nicholas Asher, and Tim van de Cruys. 2018 · 2018
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Extremely costly intensifiers are stronger than quite costly ones
Erin D Bennett and Noah D Goodman. 2018 · 2018
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Pengfei Liu, Weizhe Yuan, Jinlan Fu, Zhengbao Jiang, Hiroaki Hayashi, and Graham Neubig. 2021 · 2021
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HateCheck: Functional tests for hate speech detection models
Paul Röttger, Bertie Vidgen, Dong Nguyen, Zeerak Waseem, Helen Margetts, and Janet Pierrehumbert. 2021 · 2021
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The reddit politosphere: A large-scale text and network resource of online political discourse
Valentin Hofmann, Hinrich Schütze, and Janet B Pierrehumbert. 2022 · 2022
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Promptbert: Improving bert sentence embeddings with prompts
Ting Jiang, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Liangjie Zhang, and Qi Zhang. 2022 · 2022
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4 phonotactic and morphological effects in the acceptability of pseudowords
Jeremy M Needle, Janet B Pierrehumbert, and Jennifer B Hay. 2022 · 2022
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rspeer/wordfreq: v3.0
Robyn Speer. 2022 · 2022
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It is a bird therefore it is a robin: On BERT’s internal consistency between hypernym knowledge and logical words
Nicolas Guerin and Emmanuel Chemla. 2023 · 2023
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Language models are not naysayers: an analysis of language models on negation benchmarks
Thinh Hung Truong, Timothy Baldwin, Karin Verspoor, and Trevor Cohn. 2023 · 2023
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