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1
Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora
In: ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics ; https://hal.inria.fr/hal-03161637 ; ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Jul 2020, Seattle / Virtual, United States. pp.538-555, ⟨10.18653/v1/2020.acl-main.51⟩ (2020)
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2
Universal Dependencies 2.7
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2020
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3
Universal Dependencies 2.6
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2020
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4
It's not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT ...
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5
The Extraordinary Failure of Complement Coercion Crowdsourcing ...
Abstract: Crowdsourcing has eased and scaled up the collection of linguistic annotation in recent years. In this work, we follow known methodologies of collecting labeled data for the complement coercion phenomenon. These are constructions with an implied action -- e.g., "I started a new book I bought last week", where the implied action is reading. We aim to collect annotated data for this phenomenon by reducing it to either of two known tasks: Explicit Completion and Natural Language Inference. However, in both cases, crowdsourcing resulted in low agreement scores, even though we followed the same methodologies as in previous work. Why does the same process fail to yield high agreement scores? We specify our modeling schemes, highlight the differences with previous work and provide some insights about the task and possible explanations for the failure. We conclude that specific phenomena require tailored solutions, not only in specialized algorithms, but also in data collection methods. ... : Workshop on Insights from Negative Results in NLP, co-located with EMNLP 2020 ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://arxiv.org/abs/2010.05971
https://dx.doi.org/10.48550/arxiv.2010.05971
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6
Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals ...
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7
Break It Down: A Question Understanding Benchmark ...
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8
Unsupervised Domain Clusters in Pretrained Language Models ...
Aharoni, Roee; Goldberg, Yoav. - : arXiv, 2020
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9
Nakdan: Professional Hebrew Diacritizer ...
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10
Interactive Extractive Search over Biomedical Corpora ...
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11
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations ...
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12
pyBART: Evidence-based Syntactic Transformations for IE ...
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13
Syntactic Search by Example ...
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