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SemEval-2020 Task 4: Commonsense Validation and Explanation

1 July 2020

Yue Zhang

Papers citing "SemEval-2020 Task 4: Commonsense Validation and Explanation"

21 / 21 papers shown

Title
Self-Critique and Refinement for Faithful Natural Language Explanations Yingming Wang Pepa Atanasova LRM 128 0 0 28 May 2025
Zero-Shot Commonsense Validation and Reasoning with Large Language Models: An Evaluation on SemEval-2020 Task 4 Dataset Rawand Alfugaha Mohammad AL-Smadi LRM ELM 67 0 0 19 Feb 2025
Formal Proofs as Structured Explanations: Proposing Several Tasks on Explainable Natural Language Inference Lasha Abzianidze LRM XAI 132 0 0 15 Nov 2023
Advancing Transformer's Capabilities in Commonsense Reasoning Yu Zhou Yunqiu Han Hanyu Zhou Yulun Wu VLM LRM ReLM 56 0 0 10 Oct 2023
Crystal: Introspective Reasoners Reinforced with Self-Feedback Jiacheng Liu Ramakanth Pasunuru Hannaneh Hajishirzi Yejin Choi Asli Celikyilmaz LRM ReLM 79 24 0 07 Oct 2023
Few Shot Rationale Generation using Self-Training with Dual Teachers Aditya Srikanth Veerubhotla Lahari Poddar J. Yin Gyuri Szarvas S. Eswaran LRM 120 2 0 05 Jun 2023
Faithfulness Tests for Natural Language Explanations Pepa Atanasova Oana-Maria Camburu Christina Lioma Thomas Lukasiewicz J. Simonsen Isabelle Augenstein FAtt 120 67 0 29 May 2023
Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations Wenting Zhao Justin T. Chiu Claire Cardie Alexander M. Rush LRM 69 20 0 24 May 2023
Unsupervised Explanation Generation via Correct Instantiations Sijie Cheng Zhiyong Wu Jiangjie Chen Zhixing Li Yang Liu Lingpeng Kong ReLM LRM 80 5 0 21 Nov 2022
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach Wenhao Yu Chenguang Zhu Zhihan Zhang Shuohang Wang Zhuosheng Zhang Yuwei Fang Meng Jiang LRM ReLM 66 19 0 23 Oct 2022
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation I. Sarhan P. Mosteiro Marco Spruit 60 2 0 07 Oct 2022
Evaluate Confidence Instead of Perplexity for Zero-shot Commonsense Reasoning Letian Peng Z. Li Hai Zhao ReLM LRM 50 1 0 23 Aug 2022
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts Wenhao Yu Chenguang Zhu Lianhui Qin Zhihan Zhang Tong Zhao Meng Jiang LRM 86 32 0 14 Mar 2022
Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations Bodhisattwa Prasad Majumder Oana-Maria Camburu Thomas Lukasiewicz Julian McAuley 100 36 0 25 Jun 2021
Can Generative Pre-trained Language Models Serve as Knowledge Bases for Closed-book QA? Cunxiang Wang Pai Liu Yue Zhang RALM 104 84 0 03 Jun 2021
COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences Shikhar Singh Nuan Wen Yu Hou Pegah Alipoormolabashi Te-Lin Wu Xuezhe Ma Nanyun Peng LRM 104 59 0 02 Jun 2021
Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards Marco Valentino Ian Pratt-Hartman André Freitas XAI LRM 90 11 0 05 May 2021
Constrained Text Generation with Global Guidance -- Case Study on CommonGen Yixian Liu Liwen Zhang Wenjuan Han Yue Zhang Kewei Tu 87 10 0 12 Mar 2021
A Benchmark Arabic Dataset for Commonsense Explanation Saja AL-Tawalbeh Mohammad Al-Smadi 63 2 0 18 Dec 2020
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng Jiang 132 291 0 09 Oct 2020
CUHK at SemEval-2020 Task 4: CommonSense Explanation, Reasoning and Prediction with Multi-task Learning Hongru Wang Xiangru Tang Sunny Lai Kwong Sak Leung Jia Zhu Gabriel Pui Cheong Fung K. Leung ReLM LRM 62 4 0 12 Jun 2020