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Hits 821 – 830 of 830

821
Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction ...
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822
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little ...
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823
A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification ...
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824
SOM-NCSCM : An Efficient Neural Chinese Sentence Compression Model Enhanced with Self-Organizing Map ...
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825
The Low-Dimensional Linear Geometry of Contextualized Word Representations ...
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826
Data Collection vs. Knowledge Graph Completion: What is Needed to Improve Coverage? ...
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827
Linguistic Dependencies and Statistical Dependence ...
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828
Does referent predictability affect the choice of referential form? A computational approach using masked coreference resolution ...
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
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829
Coreference-aware Surprisal Predicts Brain Response ...
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830
Pragmatic competence of pre-trained language models through the lens of discourse connectives ...
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