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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 Page: 1 2 3 4 Hits 1 – 20 of 74 1 Speaker Information Can Guide Models to Better Inductive Biases: A Case Study On Predicting Code-Switching ... Ostapenko, Alissa; Wintner, Shuly; Fricke, Melinda; Tsvetkov, Yulia. - : arXiv, 2022 Abstract: Natural language processing (NLP) models trained on people-generated data can be unreliable because, without any constraints, they can learn from spurious correlations that are not relevant to the task. We hypothesize that enriching models with speaker information in a controlled, educated way can guide them to pick up on relevant inductive biases. For the speaker-driven task of predicting code-switching points in English--Spanish bilingual dialogues, we show that adding sociolinguistically-grounded speaker features as prepended prompts significantly improves accuracy. We find that by adding influential phrases to the input, speaker-informed models learn useful and explainable linguistic information. To our knowledge, we are the first to incorporate speaker characteristics in a neural model for code-switching, and more generally, take a step towards developing transparent, personalized models that use speaker information in a controlled way. ... : To appear in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022) ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2203.08979 https://dx.doi.org/10.48550/arxiv.2203.08979 BASE Hide details 2 Machine Translation into Low-resource Language Varieties ... Kumar, Sachin; Anastasopoulos, Antonios; Wintner, Shuly. - : arXiv, 2021 BASE Show details 3 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 4 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 5 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 6 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 7 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 8 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 9 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 10 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 11 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 12 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 13 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 14 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 15 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 16 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 17 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 18 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 19 Representation and parsing of multiword expressions: Current trends Parmentier, Yannick; Waszczuk, Jakub; Lichte, Timm. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 20 The Knesset Meetings Corpus 2004-2005 ... Itai, Alon; Wintner, Shuly. - : Zenodo, 2019 BASE Show details Page: 1 2 3 4

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