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08/09/2023
Building Interpretable and Reliable Open Information Retriever for New Domains Overnight
Information retrieval (IR) or knowledge retrieval, is a critical compone...
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05/24/2023
Interpretable by Design Visual Question Answering
Model interpretability has long been a hard problem for the AI community...
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10/30/2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts
Explicit decomposition modeling, which involves breaking down complex ta...
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10/11/2022
Cross-Lingual Speaker Identification Using Distant Supervision
Speaker identification, determining which character said each utterance ...
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03/01/2022
There is a Time and Place for Reasoning Beyond the Image
Images are often more significant than only the pixels to human eyes, as...
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10/24/2020
Temporal Reasoning on Implicit Events from Distant Supervision
Existing works on temporal reasoning among events described in text focu...
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05/08/2020
Temporal Common Sense Acquisition with Minimal Supervision
Temporal common sense (e.g., duration and frequency of events) is crucia...
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05/01/2020
Cross-lingual Entity Alignment for Knowledge Graphs with Incidental Supervision from Free Text
Much research effort has been put to multilingual knowledge graph (KG) e...
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04/06/2020
Evaluating NLP Models via Contrast Sets
Standard test sets for supervised learning evaluate in-distribution gene...
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09/06/2019
"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding
Understanding time is crucial for understanding events expressed in natu...
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07/07/2019
Zero-Shot Open Entity Typing as Type-Compatible Grounding
The problem of entity-typing has been studied predominantly in supervise...
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06/12/2019