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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 – 14 of 14 1 The Language Model Understood the Prompt was Ambiguous: Probing Syntactic Uncertainty Through Generation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Aina, Laura; Linzen, Tal. - : Underline Science Inc., 2021 BASE Show details 2 Does referent predictability affect the choice of referential form? A computational approach using masked coreference resolution ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Aina, Laura; Boleda, Gemma; Liao, Xixian; Westera, Matthijs. - : Underline Science Inc., 2021 Abstract: It is often posited that more predictable parts of a speaker's meaning tend to be made less explicit, for instance using shorter, less informative words. Studying these dynamics in the domain of referring expressions has proven difficult, with existing studies, both psycholinguistic and corpus-based, providing contradictory results. We test the hypothesis that speakers produce less informative referring expressions (e.g., pronouns vs. full noun phrases) when the context is more informative about the referent, using novel computational estimates of referent predictability. We obtain these estimates training an existing coreference resolution system for English on a new task, masked coreference resolution, giving us a probability distribution over referents that is conditioned on the context but not the referring expression. The resulting system retains standard coreference resolution performance while yielding a better estimate of human-derived referent predictability than previous attempts. A statistical ... Keyword: Computational Creativity; Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Processing URL: https://underline.io/lecture/39866-does-referent-predictability-affect-the-choice-of-referential-formquestion-a-computational-approach-using-masked-coreference-resolution https://dx.doi.org/10.48448/nk3m-8a80 BASE Hide details 3 Does referent predictability affect the choice of referential form? A computational approach using masked coreference resolution ... Aina, Laura; Liao, Xixian; Boleda, Gemma. - : arXiv, 2021 BASE Show details 4 Similarity is closeness: using distributional semantic spaces to model similarity in visual and linguistic metaphors Bolognesi, Marianna; Aina, Laura In: Corpus linguistics and linguistic theory. - Berlin ; New York : Mouton de Gruyter 15 (2019) 1, 101-137 BLLDB Show details 5 What do Entity-Centric Models Learn? Insights from Entity Linking in Multi-Party Dialogue ... Aina, Laura; Silberer, Carina; Westera, Matthijs. - : arXiv, 2019 BASE Show details 6 Putting words in context: LSTM language models and lexical ambiguity ... Aina, Laura; Gulordava, Kristina; Boleda, Gemma. - : arXiv, 2019 BASE Show details 7 Negated adjectives and antonyms in distributional semantics: not similar? Aina, Laura; Bernardi, Raffaella; Fernández, Raquel. - : Associazione Italiana di Linguistica Computazionale BASE Show details 8 Putting words in context: LSTM language models and lexical ambiguity Boleda, Gemma; Gulordava, Kristina; Aina, Laura. - : ACL (Association for Computational Linguistics) BASE Show details 9 Modeling word interpretation with deep language models: the interaction between expectations and lexical information Aina, Laura; Brochhagen, Thomas; Boleda, Gemma. - : Cognitive Science Society BASE Show details 10 A distributional study of negated adjectives and antonyms Fernández, Raquel; Bernardi, Raffaella; Aina, Laura. - : CEUR Workshop Proceedings BASE Show details 11 AMORE-UPF at SemEval-2018 Task 4: BiLSTM with entity library Westera, Matthijs; Silberer, Carina; Aina, Laura. - : ACL (Association for Computational Linguistics) BASE Show details 12 How to represent a word and predict it, too: improving tied architectures for language modelling Gulordava, Kristina; Aina, Laura; Boleda, Gemma. - : ACL (Association for Computational Linguistics) BASE Show details 13 How to represent a word and predict it, too: improving tied architectures for language modelling Boleda, Gemma; Aina, Laura; Gulordava, Kristina. - : ACL (Association for Computational Linguistics) BASE Show details 14 What do entity-centric models learn? Insights from entity linking in multi-party dialogue Westera, Matthijs; Silberer, Carina; Aina, Laura. - : ACL (Association for Computational Linguistics) BASE Show details

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