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05/10/2023
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
Analogical reasoning is a fundamental cognitive ability of humans. Howev...
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05/07/2023
HIORE: Leveraging High-order Interactions for Unified Entity Relation Extraction
Entity relation extraction consists of two sub-tasks: entity recognition...
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11/22/2022
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing
Given a possibly false claim sentence, how can we automatically correct ...
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09/14/2022
Few Clean Instances Help Denoising Distant Supervision
Existing distantly supervised relation extractors usually rely on noisy ...
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08/19/2022
Causal Intervention Improves Implicit Sentiment Analysis
Despite having achieved great success for sentiment analysis, existing n...
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03/16/2022
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning
The ability to recognize analogies is fundamental to human cognition. Ex...
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11/09/2021
Learning Logic Rules for Document-level Relation Extraction
Document-level relation extraction aims to identify relations between en...
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07/09/2021
UniRE: A Unified Label Space for Entity Relation Extraction
Many joint entity relation extraction models setup two separated label s...
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07/06/2021
Probabilistic Graph Reasoning for Natural Proof Generation
In this paper, we investigate the problem of reasoning over natural lang...
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12/25/2020