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12/23/2021
Measuring Attribution in Natural Language Generation Models
With recent improvements in natural language generation (NLG) models for...
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10/14/2021
Retrieval-guided Counterfactual Generation for QA
Deep NLP models have been shown to learn spurious correlations, leaving ...
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02/09/2021
Decontextualization: Making Sentences Stand-Alone
Models for question answering, dialogue agents, and summarization often ...
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09/08/2020
QED: A Framework and Dataset for Explanations in Question Answering
A question answering system that in addition to providing an answer prov...
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09/10/2019
Compositional Generalization in Image Captioning
Image captioning models are usually evaluated on their ability to descri...
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08/29/2019
Ellipsis and Coreference Resolution as Question Answering
Coreference and many forms of ellipsis are similar to reading comprehens...
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09/07/2018
Textual Analogy Parsing: What's Shared and What's Compared among Analogous Facts
To understand a sentence like "whereas only 10 below the poverty line, 2...
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02/11/2018
Learning a SAT Solver from Single-Bit Supervision
We present NeuroSAT, a message passing neural network that learns to sol...
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05/08/2017
The Pragmatics of Indirect Commands in Collaborative Discourse
Today's artificial assistants are typically prompted to perform tasks th...
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02/12/2017