SemEval-2020 Task 4: Commonsense Validation and Explanation

1 July 2020

Yue Zhang

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

47 / 47 papers shown

Title
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 34 0 0 19 Feb 2025
Towards Faithful Natural Language Explanations: A Study Using Activation Patching in Large Language Models Wei Jie Yeo Ranjan Satapathy Erik Cambria 29 0 0 18 Oct 2024
VidEgoThink: Assessing Egocentric Video Understanding Capabilities for Embodied AI Sijie Cheng Kechen Fang Yangyang Yu Sicheng Zhou Yangqiu Song Ye Tian Tingguang Li Lei Han Yang Liu 51 8 0 15 Oct 2024
PromptMind Team at MEDIQA-CORR 2024: Improving Clinical Text Correction with Error Categorization and LLM Ensembles Kesav Gundabathula Sriram R Kolar LRM 30 7 0 14 May 2024
Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning Tianhui Zhang Bei Peng Danushka Bollegala LRM 29 7 0 25 Apr 2024
The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models Noah Y. Siegel Oana-Maria Camburu N. Heess Maria Perez-Ortiz 23 8 0 04 Apr 2024
AILS-NTUA at SemEval-2024 Task 9: Cracking Brain Teasers: Transformer Models for Lateral Thinking Puzzles Ioannis Panagiotopoulos Giorgos Filandrianos Maria Lymperaiou Giorgos Stamou 28 1 0 01 Apr 2024
CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models Yizhi Li Ge Zhang Xingwei Qu Jiali Li Zhaoqun Li ... Jiajun Zhang Zuowen Li Stephen W. Huang Chenghua Lin Jie Fu ALM ELM 40 3 0 20 Feb 2024
A Hypothesis-Driven Framework for the Analysis of Self-Rationalising Models Marc Braun Jenny Kunz 11 2 0 07 Feb 2024
Formal Proofs as Structured Explanations: Proposing Several Tasks on Explainable Natural Language Inference Lasha Abzianidze LRM XAI 15 0 0 15 Nov 2023
On Measuring Faithfulness or Self-consistency of Natural Language Explanations Letitia Parcalabescu Anette Frank LRM 69 20 0 13 Nov 2023
Explaining Interactions Between Text Spans Sagnik Ray Choudhury Pepa Atanasova Isabelle Augenstein 15 1 0 20 Oct 2023
Advancing Transformer's Capabilities in Commonsense Reasoning Yu Zhou Yunqiu Han Hanyu Zhou Yulun Wu VLM LRM ReLM 14 0 0 10 Oct 2023
Crystal: Introspective Reasoners Reinforced with Self-Feedback Jiacheng Liu Ramakanth Pasunuru Hannaneh Hajishirzi Yejin Choi Asli Celikyilmaz LRM ReLM 29 22 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 18 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 35 59 0 29 May 2023
Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations Wenting Zhao Justin T. Chiu Claire Cardie Alexander M. Rush LRM 16 18 0 24 May 2023
Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements Jiacheng Liu Wenya Wang Dianzhuo Wang Noah A. Smith Yejin Choi Hannaneh Hajishirzi VLM 39 48 0 05 May 2023
Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations Bingsheng Yao Prithviraj Sen Lucian Popa James A. Hendler Dakuo Wang XAI ELM FAtt 25 10 0 04 May 2023
Unsupervised Explanation Generation via Correct Instantiations Sijie Cheng Zhiyong Wu Jiangjie Chen Zhixing Li Yang Liu Lingpeng Kong ReLM LRM 20 5 0 21 Nov 2022
Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities Nianzu Ma Sahisnu Mazumder A. Politowicz Bing-Quan Liu Eric Robertson Scott Grigsby 31 1 0 31 Oct 2022
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach W. Yu Chenguang Zhu Zhihan Zhang Shuohang Wang Zhuosheng Zhang Yuwei Fang Meng Jiang LRM ReLM 15 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 29 2 0 07 Oct 2022
Evaluate Confidence Instead of Perplexity for Zero-shot Commonsense Reasoning Letian Peng Z. Li Hai Zhao ReLM LRM 16 1 0 23 Aug 2022
Autoencoding Language Model Based Ensemble Learning for Commonsense Validation and Explanation Ngo Quang Huy Tu Minh Phuong Ngo Xuan Bach LRM 8 5 0 07 Apr 2022
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts W. Yu Chenguang Zhu Lianhui Qin Zhihan Zhang Tong Zhao Meng Jiang LRM 25 31 0 14 Mar 2022
Materialized Knowledge Bases from Commonsense Transformers Tuan-Phong Nguyen Simon Razniewski 15 6 0 29 Dec 2021
Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup Yordan Yordanov Vid Kocijan Thomas Lukasiewicz Oana-Maria Camburu 17 18 0 12 Dec 2021
Exploring Generalization Ability of Pretrained Language Models on Arithmetic and Logical Reasoning Cunxiang Wang Boyuan Zheng Y. Niu Yue Zhang LRM 25 22 0 15 Aug 2021
Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations Bodhisattwa Prasad Majumder Oana-Maria Camburu Thomas Lukasiewicz Julian McAuley 25 35 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 20 80 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 21 57 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 21 12 0 05 May 2021
Constrained Text Generation with Global Guidance -- Case Study on CommonGen Yixian Liu Liwen Zhang Wenjuan Han Yue Zhang Kewei Tu 36 9 0 12 Mar 2021
A Benchmark Arabic Dataset for Commonsense Explanation Saja AL-Tawalbeh Mohammad Al-Smadi 19 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 23 279 0 09 Oct 2020
QiaoNing at SemEval-2020 Task 4: Commonsense Validation and Explanation system based on ensemble of language model Pai Liu LRM 14 6 0 06 Sep 2020
Is this sentence valid? An Arabic Dataset for Commonsense Validation Saja Khaled Tawalbeh Mohammad Al-Smadi 16 2 0 25 Aug 2020
BUT-FIT at SemEval-2020 Task 4: Multilingual commonsense Josef Jon Martin Fajcik Martin Docekal Pavel Smrz 19 5 0 17 Aug 2020
ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation Qiang Zhao Siyu Tao Jie Zhou Linlin Wang Xin Lin Liang He 27 8 0 28 Jul 2020
CS-NET at SemEval-2020 Task 4: Siamese BERT for ComVE S. Dash Sandeep K. Routray P. Varshney Ashutosh Modi 12 3 0 21 Jul 2020
LMVE at SemEval-2020 Task 4: Commonsense Validation and Explanation using Pretraining Language Model Shilei Liu Yu Guo Bochao Li Feiliang Ren LRM 18 4 0 06 Jul 2020
IIE-NLP-NUT at SemEval-2020 Task 4: Guiding PLM with Prompt Template Reconstruction Strategy for ComVE Luxi Xing Yuqiang Xie Yue Hu Wei Peng 12 7 0 02 Jul 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 17 4 0 12 Jun 2020
KaLM at SemEval-2020 Task 4: Knowledge-aware Language Models for Comprehension And Generation Jiajing Wan Xinting Huang LRM 14 5 0 24 May 2020
CS-NLP team at SemEval-2020 Task 4: Evaluation of State-of-the-art NLP Deep Learning Architectures on Commonsense Reasoning Task Sirwe Saeedi Ali (Aliakbar) Panahi Seyran Saeedi A. Fong ReLM ELM LRM 16 12 0 17 May 2020
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 231 778 0 17 Sep 2019