Transformers as Soft Reasoners over Language

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Transformers as Soft Reasoners over Language

International Joint Conference on Artificial Intelligence (IJCAI), 2020

14 February 2020

Oyvind Tafjord

Kyle Richardson

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Papers citing "Transformers as Soft Reasoners over Language"

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Title
Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge Alon Talmor Oyvind Tafjord Peter Clark Yoav Goldberg Jonathan Berant ReLM LRM 178 37 0 11 Jun 2020
RICA: Evaluating Robust Inference Capabilities Based on Commonsense AxiomsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Pei Zhou Rahul Khanna Seyeon Lee Bill Yuchen Lin Mark A. Lemley Jay Pujara Xiang Ren ReLM 424 39 0 02 May 2020
Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization Libo Qin Minheng Ni Yue Zhang Wanxiang Che Yangming Li Ting Liu 138 14 0 30 Apr 2020
Natural Language QA Approaches using Reasoning with External Knowledge Chitta Baral Pratyay Banerjee Kuntal Kumar Pal Arindam Mitra LRM 120 5 0 06 Mar 2020
What Does My QA Model Know? Devising Controlled Probes using Expert KnowledgeTransactions of the Association for Computational Linguistics (TACL), 2019 Kyle Richardson Ashish Sabharwal 207 47 0 31 Dec 2019
FAQ-based Question Answering via Knowledge AnchorsNatural Language Processing and Chinese Computing (NLPCC), 2019 Ruobing Xie Ya’nan Lu Fen Lin Leyu Lin 169 9 0 14 Nov 2019