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1
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics ...
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2
Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions? ...
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3
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies ...
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4
Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions? ...
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5
NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics ...
Lu, Ximing; Welleck, Sean; West, Peter. - : arXiv, 2021
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ParsiNLU: A Suite of Language Understanding Challenges for Persian ...
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Evaluating Models' Local Decision Boundaries via Contrast Sets ...
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TransOMCS: From Linguistic Graphs to Commonsense Knowledge ...
Abstract: Commonsense knowledge acquisition is a key problem for artificial intelligence. Conventional methods of acquiring commonsense knowledge generally require laborious and costly human annotations, which are not feasible on a large scale. In this paper, we explore a practical way of mining commonsense knowledge from linguistic graphs, with the goal of transferring cheap knowledge obtained with linguistic patterns into expensive commonsense knowledge. The result is a conversion of ASER [Zhang et al., 2020], a large-scale selectional preference knowledge resource, into TransOMCS, of the same representation as ConceptNet [Liu and Singh, 2004] but two orders of magnitude larger. Experimental results demonstrate the transferability of linguistic knowledge to commonsense knowledge and the effectiveness of the proposed approach in terms of quantity, novelty, and quality. TransOMCS is publicly available at: https://github.com/HKUST-KnowComp/TransOMCS. ... : Accepted by IJCAI 2020 ...
Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2005.00206
https://arxiv.org/abs/2005.00206
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9
Solving Hard Coreference Problems ...
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10
On the Possibilities and Limitations of Multi-hop Reasoning Under Linguistic Imperfections ...
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11
Question Answering as Global Reasoning over Semantic Abstractions ...
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12
Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims ...
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13
Distributed knowledge based clinical auto-coding system
Kaur, Rajvir (S33301). - : U.S., Association for Computational Linguistics, 2019
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