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07/23/2023
CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models
Recently, large pretrained language models have achieved compelling perf...
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05/24/2023
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning
Event temporal reasoning aims at identifying the temporal relations betw...
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10/14/2022
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population
Commonsense Knowledge Base (CSKB) Population aims at reasoning over unse...
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10/13/2022
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller
In this paper, we propose a new task of sub-event generation for an unse...
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04/05/2021
ASER: Towards Large-scale Commonsense Knowledge Acquisition via Higher-order Selectional Preference over Eventualities
Commonsense knowledge acquisition and reasoning have long been a core ar...
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01/01/2021