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Universal Dependencies and Semantics for English and Hebrew Child-directed Speech
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In: Proceedings of the Society for Computation in Linguistics (2022)
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Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking ...
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Incorporating Temporal Information in Entailment Graph Mining ...
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Abstract:
We present a novel method for injecting temporality into entailment graphs to address the problem of spurious entailments, which may arise from similar but temporally distinct events involving the same pair of entities. We focus on the sports domain in which the same pairs of teams play on different occasions, with different outcomes. We present an unsupervised model that aims to learn entailments such as win/lose $\rightarrow$ play, while avoiding the pitfall of learning non-entailments such as win $\not\rightarrow$ lose. We evaluate our model on a manually constructed dataset, showing that incorporating time intervals and applying a temporal window around them, are effective strategies. ... : L. Guillou, S. Bijl de Vroe, M.J. Hosseini, M. Johnson, and M. Steedman. 2020. Incorporating temporal information in entailment graph mining. In Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs), pages 60-71, Barcelona, Spain (Online). Association for Computational Linguistics ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.2109.09412 https://arxiv.org/abs/2109.09412
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Semi-Automatic Construction of Text-to-SQL Data for Domain Transfer ...
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Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking ...
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Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing ...
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Cross-linguistically Consistent Semantic and Syntactic Annotation of Child-directed Speech ...
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Incorporating Temporal Information in Entailment Graph Mining ...
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Aspectuality Across Genre: A Distributional Semantics Approach ...
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Representation and parsing of multiword expressions: Current trends
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In: Language Science Press; (2019)
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Representation and parsing of multiword expressions: Current trends
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In: Language Science Press; (2019)
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Representation and parsing of multiword expressions: Current trends
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In: Language Science Press; (2019)
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Representation and parsing of multiword expressions: Current trends
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In: Language Science Press; (2019)
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