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02/25/2019
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds
Question Answering (QA), as a research field, has primarily focused on e...
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02/25/2019
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading
This paper focuses on how to take advantage of external knowledge bases ...
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02/22/2019
Learning to Learn Semantic Parsers from Natural Language Supervision
As humans, we often rely on language to learn language. For example, whe...
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03/16/2017
End-to-End Learning for Structured Prediction Energy Networks
Structured Prediction Energy Networks (SPENs) are a simple, yet expressi...
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09/12/2016
Joint Extraction of Events and Entities within a Document Context
Events and entities are closely related; entities are often actors or pa...
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04/22/2015
A Hierarchical Distance-dependent Bayesian Model for Event Coreference Resolution
We present a novel hierarchical distance-dependent Bayesian model for ev...
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12/20/2014
Embedding Entities and Relations for Learning and Inference in Knowledge Bases
We consider learning representations of entities and relations in KBs us...
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11/14/2014