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12/02/2022
SumREN: Summarizing Reported Speech about Events in News
A primary objective of news articles is to establish the factual record ...
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05/24/2022
PLAtE: A Large-scale Dataset for List Page Web Extraction
Recently, neural models have been leveraged to significantly improve the...
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04/29/2022
Answer Consolidation: Formulation and Benchmarking
Current question answering (QA) systems primarily consider the single-an...
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09/10/2021
Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning
Motivated by suggested question generation in conversational news recomm...
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10/19/2020
Question Generation for Supporting Informational Query Intents
Users frequently ask simple factoid questions when encountering question...
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08/16/2020
Inverse Reinforcement Learning with Natural Language Goals
Humans generally use natural language to communicate task requirements a...
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05/21/2020
Fluent Response Generation for Conversational Question Answering
Question answering (QA) is an important aspect of open-domain conversati...
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11/07/2019
Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering
Multi-domain dialogue state tracking (DST) is a critical component for c...
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11/30/2018
Active Learning in Recommendation Systems with Multi-level User Preferences
While recommendation systems generally observe user behavior passively, ...
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12/07/2017