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STEP: Sequence-to-Sequence Transformer Pre-training for Document Summarization
Abstractive summarization aims to rewrite a long document to its shorter...
04/04/2020 ∙ by Yanyan Zou, et al. ∙
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Mining Commonsense Facts from the Physical World
Textual descriptions of the physical world implicitly mention commonsens...
02/08/2020 ∙ by Yanyan Zou, et al. ∙
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Aligning Cross-Lingual Entities with Multi-Aspect Information
Multilingual knowledge graphs (KGs), such as YAGO and DBpedia, represent...
10/15/2019 ∙ by Hsiu-Wei Yang, et al. ∙
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Text2Math: End-to-end Parsing Text into Math Expressions
We propose Text2Math, a model for semantically parsing text into math ex...
10/15/2019 ∙ by Yanyan Zou, et al. ∙
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Incorporating Fine-grained Events in Stock Movement Prediction
Considering event structure information has proven helpful in text-based...
10/11/2019 ∙ by Deli Chen, et al. ∙
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Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word Problems
An arithmetic word problem typically includes a textual description cont...
08/31/2019 ∙ by Yanyan Zou, et al. ∙
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Joint Detection and Location of English Puns
A pun is a form of wordplay for an intended humorous or rhetorical effec...
08/31/2019 ∙ by Yanyan Zou, et al. ∙
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Learning Cross-lingual Distributed Logical Representations for Semantic Parsing
With the development of several multilingual datasets used for semantic ...
06/14/2018 ∙ by Yanyan Zou, et al. ∙
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