Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation

2 June 2019

Yue Zhang

Papers citing "Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation"

31 / 31 papers shown

Title
The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation Jie He Tao Wang Deyi Xiong Qun Liu ELM LRM 82 27 0 05 Mar 2025
Self-Rationalization in the Wild: A Large Scale Out-of-Distribution Evaluation on NLI-related tasks Jing Yang Max Glockner Anderson de Rezende Rocha Iryna Gurevych LRM 75 1 0 07 Feb 2025
Contextual Breach: Assessing the Robustness of Transformer-based QA Models Asir Saadat Nahian Ibn Asad Md Farhan Ishmam AAML 46 0 0 17 Sep 2024
PORT: Preference Optimization on Reasoning Traces Salem Lahlou Abdalgader Abubaker Hakim Hacid LRM 46 2 0 23 Jun 2024
NormBank: A Knowledge Bank of Situational Social Norms Caleb Ziems Jane Dwivedi-Yu Yi-Chia Wang A. Halevy Diyi Yang 41 41 0 26 May 2023
SPARSEFIT: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations Jesus Solano Oana-Maria Camburu Pasquale Minervini 22 1 0 22 May 2023
Assessing Hidden Risks of LLMs: An Empirical Study on Robustness, Consistency, and Credibility Wen-song Ye Mingfeng Ou Tianyi Li Yipeng Chen Xuetao Ma ... Sai Wu Jie Fu Gang Chen Haobo Wang Jun Zhao 46 36 0 15 May 2023
MoT: Memory-of-Thought Enables ChatGPT to Self-Improve Xiaonan Li Xipeng Qiu ReLM KELM LRM AI4MH 29 33 0 09 May 2023
Unified Demonstration Retriever for In-Context Learning Xiaonan Li Kai Lv Hang Yan Tianya Lin Wei-wei Zhu Yuan Ni Guotong Xie Xiaoling Wang Xipeng Qiu RALM VPVLM 27 121 0 07 May 2023
Neural Keyphrase Generation: Analysis and Evaluation Tuhin Kundu Jishnu Ray Chowdhury Cornelia Caragea 31 0 0 27 Apr 2023
OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization Srinivasan Iyer Xi Lin Ramakanth Pasunuru Todor Mihaylov Daniel Simig ... Jeff Wang Christopher Dewan Asli Celikyilmaz Luke Zettlemoyer Veselin Stoyanov ALM 39 261 0 22 Dec 2022
Explanation Regeneration via Information Bottleneck Qintong Li Zhiyong Wu Lingpeng Kong Wei Bi 30 3 0 19 Dec 2022
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning Yuyang Gao Siyi Gu Junji Jiang S. Hong Dazhou Yu Liang Zhao 31 39 0 07 Dec 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 103 3,012 0 20 Oct 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 28 31 0 14 Mar 2022
Few-Shot Self-Rationalization with Natural Language Prompts Ana Marasović Iz Beltagy Doug Downey Matthew E. Peters LRM 28 106 0 16 Nov 2021
Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations Bodhisattwa Prasad Majumder Oana-Maria Camburu Thomas Lukasiewicz Julian McAuley 27 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 42 80 0 03 Jun 2021
Local Interpretations for Explainable Natural Language Processing: A Survey Siwen Luo Hamish Ivison S. Han Josiah Poon MILM 43 48 0 20 Mar 2021
Constrained Text Generation with Global Guidance -- Case Study on CommonGen Yixian Liu Liwen Zhang Wenjuan Han Yue Zhang Kewei Tu 41 9 0 12 Mar 2021
When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data Peter Hase Joey Tianyi Zhou XAI 25 87 0 03 Feb 2021
Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision Faeze Brahman Vered Shwartz Rachel Rudinger Yejin Choi LRM 15 42 0 14 Dec 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 17 50 0 01 Oct 2020
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths Haozhe Ji Pei Ke Shaohan Huang Furu Wei Minlie Huang ReLM LRM 17 24 0 24 Sep 2020
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph Haozhe Ji Pei Ke Shaohan Huang Furu Wei Xiaoyan Zhu Minlie Huang ReLM LRM 16 114 0 24 Sep 2020
Biomedical Event Extraction with Hierarchical Knowledge Graphs Kung-Hsiang Huang Mu Yang Nanyun Peng 19 29 0 20 Sep 2020
Is this sentence valid? An Arabic Dataset for Commonsense Validation Saja Khaled Tawalbeh Mohammad Al-Smadi 21 2 0 25 Aug 2020
SemEval-2020 Task 4: Commonsense Validation and Explanation Cunxiang Wang Shuailong Liang Yili Jin Yilong Wang Xiao-Dan Zhu Yue Zhang LRM 25 98 0 01 Jul 2020
Unsupervised Commonsense Question Answering with Self-Talk Vered Shwartz Peter West Ronan Le Bras Chandra Bhagavatula Yejin Choi ReLM SSL AI4MH LRM 19 257 0 11 Apr 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,591 0 21 Jan 2020
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Bill Yuchen Lin Xinyue Chen Jamin Chen Xiang Ren 24 460 0 04 Sep 2019