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08/26/2023
Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models
To translate well, machine translation (MT) systems and general-purposed...
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05/22/2023
Adaptive Chameleon or Stubborn Sloth: Unraveling the Behavior of Large Language Models in Knowledge Clashes
By providing external information to large language models (LLMs), tool ...
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05/22/2023
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction
Analogical reasoning is essential for human cognition, allowing us to co...
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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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05/09/2023
Distilling Script Knowledge from Large Language Models for Constrained Language Planning
In everyday life, humans often plan their actions by following step-by-s...
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12/07/2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review
The rapid development and application of natural language generation (NL...
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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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04/28/2022
Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints
However, current autoregressive approaches suffer from high latency. In ...
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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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12/10/2021
Unsupervised Editing for Counterfactual Stories
Creating what-if stories requires reasoning about prior statements and p...
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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
LOREN: Logic Enhanced Neural Reasoning for Fact Verification
Given a natural language statement, how to verify whether it is supporte...
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05/29/2019
Ensuring Readability and Data-fidelity using Head-modifier Templates in Deep Type Description Generation
A type description is a succinct noun compound which helps human and mac...
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02/27/2019