Explain Yourself! Leveraging Language Models for Commonsense Reasoning

6 June 2019

Papers citing "Explain Yourself! Leveraging Language Models for Commonsense Reasoning"

50 / 399 papers shown

Title
Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective Yang Chen Cong Fang Zhouchen Lin Bing Liu 57 1 0 17 Jun 2024
ReMI: A Dataset for Reasoning with Multiple Images Mehran Kazemi Nishanth Dikkala Ankit Anand Petar Dević Ishita Dasgupta ... Bahare Fatemi Pranjal Awasthi Dee Guo Sreenivas Gollapudi Ahmed Qureshi LRM VLM 110 17 0 13 Jun 2024
Scenarios and Approaches for Situated Natural Language Explanations Pengshuo Qiu Frank Rudzicz Zining Zhu LRM 95 0 0 07 Jun 2024
mCSQA: Multilingual Commonsense Reasoning Dataset with Unified Creation Strategy by Language Models and Humans Yusuke Sakai Hidetaka Kamigaito Taro Watanabe LRM 94 5 0 06 Jun 2024
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining Shuqi Liu Bowei He Linqi Song LRM 77 1 0 05 Jun 2024
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales Tianyang Xu Shujin Wu Shizhe Diao Xiaoze Liu Xingyao Wang Yangyi Chen Jing Gao LRM 102 43 0 31 May 2024
Towards Dialogues for Joint Human-AI Reasoning and Value Alignment Elfia Bezou-Vrakatseli O. Cocarascu Sanjay Modgil 73 0 0 28 May 2024
Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering Zhihua Wen Zhiliang Tian Z. Jian Zhen Huang Pei Ke Yifu Gao Minlie Huang Dongsheng Li 94 12 0 23 May 2024
The Echoes of Multilinguality: Tracing Cultural Value Shifts during LM Fine-tuning Rochelle Choenni Anne Lauscher Ekaterina Shutova 84 8 0 21 May 2024
Layout Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST) Megha Thukral Sourish Gunesh Dhekane S. Hiremath H. Haresamudram Thomas Ploetz 81 5 0 20 May 2024
Solving the enigma: Enhancing faithfulness and comprehensibility in explanations of deep networks Michail Mamalakis Antonios Mamalakis Ingrid Agartz L. Morch-Johnsen Graham K Murray J. Suckling Pietro Lio 180 0 0 16 May 2024
The Effect of Model Size on LLM Post-hoc Explainability via LIME Henning Heyen Amy Widdicombe Noah Y. Siegel Maria Perez-Ortiz Philip C. Treleaven LRM 89 1 0 08 May 2024
ACORN: Aspect-wise Commonsense Reasoning Explanation Evaluation Ana Brassard Benjamin Heinzerling Keito Kudo Keisuke Sakaguchi Kentaro Inui LRM 63 1 0 08 May 2024
Large Language Models Cannot Explain Themselves Advait Sarkar LRM 80 8 0 07 May 2024
NExT: Teaching Large Language Models to Reason about Code Execution Ansong Ni Miltiadis Allamanis Arman Cohan Yinlin Deng Kensen Shi Charles Sutton Pengcheng Yin ReLM LRM 122 45 0 23 Apr 2024
An Artificial Neuron for Enhanced Problem Solving in Large Language Models Sumedh Rasal LLMAG 72 0 0 22 Apr 2024
FASTTRACK: Fast and Accurate Fact Tracing for LLMs Si-An Chen Feiyang Kang Ning Yu Ruoxi Jia 131 0 0 22 Apr 2024
How much reliable is ChatGPT's prediction on Information Extraction under Input Perturbations? Ishani Mondal Abhilasha Sancheti 98 1 0 07 Apr 2024
Okay, Let's Do This! Modeling Event Coreference with Generated Rationales and Knowledge Distillation Abhijnan Nath Shadi Manafi Avyakta Chelle Nikhil Krishnaswamy 84 2 0 04 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 89 10 0 04 Apr 2024
Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales Lucas Resck Marcos M. Raimundo Jorge Poco 127 3 0 03 Apr 2024
Towards a Framework for Evaluating Explanations in Automated Fact Verification Neema Kotonya Francesca Toni 91 5 0 29 Mar 2024
BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation Yuhong He Yongqi Zhang Shizhu He Jun Wan LRM 85 1 0 28 Mar 2024
STaR-GATE: Teaching Language Models to Ask Clarifying Questions Chinmaya Andukuri Jan-Philipp Fränken Tobias Gerstenberg Noah D. Goodman SyDa LRM 102 44 0 28 Mar 2024
LC-LLM: Explainable Lane-Change Intention and Trajectory Predictions with Large Language Models Mingxing Peng Xusen Guo Xianda Chen Meixin Zhu Kehua Chen Hao Hao Yang Xuesong Wang Yinhai Wang LRM 107 21 0 27 Mar 2024
Comp4D: LLM-Guided Compositional 4D Scene Generation Dejia Xu Hanwen Liang N. Bhatt Hezhen Hu Hanxue Liang Konstantinos N. Plataniotis Zhangyang Wang 87 27 0 25 Mar 2024
Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices Sara Abdali Richard Anarfi C. Barberan Jia He Erfan Shayegani PILM 137 31 0 19 Mar 2024
Reasoning Abilities of Large Language Models: In-Depth Analysis on the Abstraction and Reasoning Corpus Seungpil Lee Woochang Sim Donghyeon Shin Sanha Hwang Wongyu Seo Jiwon Park Seokki Lee Sejin Kim Sundong Kim LRM 74 23 0 18 Mar 2024
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking E. Zelikman Georges Harik Yijia Shao Varuna Jayasiri Nick Haber Noah D. Goodman LLMAG ReLM LRM 137 151 0 14 Mar 2024
A Logical Pattern Memory Pre-trained Model for Entailment Tree Generation Li Yuan Yi Cai Haopeng Ren Jiexin Wang LRM 59 5 0 11 Mar 2024
Decoding the AI Pen: Techniques and Challenges in Detecting AI-Generated Text Sara Abdali Richard Anarfi C. Barberan Jia He DeLMO 103 11 0 09 Mar 2024
RORA: Robust Free-Text Rationale Evaluation Zhengping Jiang Yining Lu Hanjie Chen Daniel Khashabi Benjamin Van Durme Anqi Liu 90 3 0 28 Feb 2024
Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? Ning Bian Xianpei Han Hongyu Lin Yaojie Lu Xianpei Han Le Sun 82 1 0 22 Feb 2024
ELAD: Explanation-Guided Large Language Models Active Distillation Yifei Zhang Bo Pan Chen Ling Yuntong Hu Liang Zhao 101 7 0 20 Feb 2024
Properties and Challenges of LLM-Generated Explanations Jenny Kunz Marco Kuhlmann 89 24 0 16 Feb 2024
CMA-R:Causal Mediation Analysis for Explaining Rumour Detection Lin Tian Xiuzhen Zhang Jey Han Lau 56 0 0 13 Feb 2024
Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models Mohamad Ballout U. Krumnack Gunther Heidemann Kai-Uwe Kuehnberger LRM 96 4 0 12 Feb 2024
A Hypothesis-Driven Framework for the Analysis of Self-Rationalising Models Marc Braun Jenny Kunz 40 3 0 07 Feb 2024
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning D. Bhattacharjya Junkyu Lee Don Joven Agravante Balaji Ganesan Radu Marinescu LLMAG 50 1 0 02 Feb 2024
Rethinking Interpretability in the Era of Large Language Models Chandan Singh J. Inala Michel Galley Rich Caruana Jianfeng Gao LRM AI4CE 126 71 0 30 Jan 2024
TPD: Enhancing Student Language Model Reasoning via Principle Discovery and Guidance Haorui Wang Rongzhi Zhang Yinghao Li Lingkai Kong Yuchen Zhuang Xiusi Chen Chao Zhang LRM 81 5 0 24 Jan 2024
SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning Guoxin Chen Kexin Tang Chao Yang Fuying Ye Yu Qiao Yiming Qian LRM 78 3 0 24 Jan 2024
Explain Thyself Bully: Sentiment Aided Cyberbullying Detection with Explanation Krishanu Maity Prince Jha Raghav Jain S. Saha P. Bhattacharyya 51 1 0 17 Jan 2024
Are self-explanations from Large Language Models faithful? Andreas Madsen Sarath Chandar Siva Reddy LRM 110 36 0 15 Jan 2024
Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning Yiqi Wang Wentao Chen Xiaotian Han Xudong Lin Haiteng Zhao Yongfei Liu Bohan Zhai Jianbo Yuan Quanzeng You Hongxia Yang LRM 108 88 0 10 Jan 2024
LLM Harmony: Multi-Agent Communication for Problem Solving Sumedh Rasal LLMAG 63 24 0 02 Jan 2024
Adapting Large Language Models for Education: Foundational Capabilities, Potentials, and Challenges Qingyao Li Lingyue Fu Weiming Zhang Xianyu Chen Jingwei Yu Wei Xia Weinan Zhang Ruiming Tang Yong Yu AI4Ed ELM 140 24 0 27 Dec 2023
Neuron-Level Knowledge Attribution in Large Language Models Zeping Yu Sophia Ananiadou FAtt KELM 92 11 0 19 Dec 2023
A Survey of Reasoning with Foundation Models Jiankai Sun Chuanyang Zheng Enze Xie Zhengying Liu Ruihang Chu ... Xipeng Qiu Yi-Chen Guo Hui Xiong Qun Liu Zhenguo Li ReLM LRM AI4CE 209 85 0 17 Dec 2023
Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning Yougang Lyu Jitai Hao Zihan Wang Kai Zhao Shen Gao Pengjie Ren Zhumin Chen Fang Wang Zhaochun Ren AILaw 66 10 0 10 Dec 2023