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12/19/2022
Improving Faithfulness of Abstractive Summarization by Controlling Confounding Effect of Irrelevant Sentences
Lack of factual correctness is an issue that still plagues state-of-the-...
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10/04/2022
A Study on the Efficiency and Generalization of Light Hybrid Retrievers
Existing hybrid retrievers which integrate sparse and dense retrievers, ...
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05/14/2021
EASE: Extractive-Abstractive Summarization with Explanations
Current abstractive summarization systems outperform their extractive co...
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01/26/2021
El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing
Being able to parse code-switched (CS) utterances, such as Spanish+Engli...
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11/03/2020
Sound Natural: Content Rephrasing in Dialog Systems
We introduce a new task of rephrasing for a more natural virtual assista...
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12/30/2019
Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection In Task Oriented Dialog
The task of identifying out-of-domain (OOD) input examples directly at t...
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11/12/2019
Improving Robustness of Task Oriented Dialog Systems
Task oriented language understanding in dialog systems is often modeled ...
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02/15/2019
Improving Semantic Parsing for Task Oriented Dialog
Semantic parsing using hierarchical representations has recently been pr...
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04/12/2018
CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web
The web contains countless semi-structured websites, which can be a rich...
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02/17/2017