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
Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction Hongbin Ye Honghao Gui Aijia Zhang Tong Liu Wei Hua Weiqiang Jia LLMAG 83 5 0 05 Dec 2023
Understanding Your Agent: Leveraging Large Language Models for Behavior Explanation Xijia Zhang Yue (Sophie) Guo Simon Stepputtis Katia Sycara Joseph Campbell LLMAG LM&Ro 68 1 0 29 Nov 2023
Training Chain-of-Thought via Latent-Variable Inference Du Phan Matthew D. Hoffman David Dohan Sholto Douglas Tuan Anh Le Aaron T Parisi Pavel Sountsov Charles Sutton Sharad Vikram Rif A. Saurous BDL ReLM LRM 95 31 0 28 Nov 2023
Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? Bangzheng Li Ben Zhou Fei Wang Xingyu Fu Dan Roth Muhao Chen HILM LRM 104 22 0 16 Nov 2023
Digital Socrates: Evaluating LLMs through Explanation Critiques Yuling Gu Oyvind Tafjord Peter Clark ELM LRM 77 2 0 16 Nov 2023
Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models Weize Liu Guocong Li Kai Zhang Bang Du Qiyuan Chen Xuming Hu Hongxia Xu Jintai Chen Jian Wu LRM 59 6 0 15 Nov 2023
XplainLLM: A QA Explanation Dataset for Understanding LLM Decision-Making Zichen Chen Jianda Chen Mitali Gaidhani Ambuj K. Singh Misha Sra 67 5 0 15 Nov 2023
Using Natural Language Explanations to Improve Robustness of In-context Learning Xuanli He Yuxiang Wu Oana-Maria Camburu Pasquale Minervini Pontus Stenetorp AAML 70 1 0 13 Nov 2023
On Measuring Faithfulness or Self-consistency of Natural Language Explanations Letitia Parcalabescu Anette Frank LRM 125 29 0 13 Nov 2023
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning Yue Yu Jiaming Shen Tianqi Liu Zhen Qin Jing Nathan Yan Jialu Liu Chao Zhang Michael Bendersky 113 7 0 13 Nov 2023
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models Junbing Yan Chengyu Wang Taolin Zhang Xiaofeng He Jun Huang Wei Zhang ReLM LRM 79 10 0 12 Nov 2023
Mirror: A Universal Framework for Various Information Extraction Tasks Tong Zhu Junfei Ren Zijian Yu Mengsong Wu Guoliang Zhang Xiaoye Qu Wenliang Chen Zhefeng Wang Baoxing Huai Min Zhang 89 14 0 09 Nov 2023
Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks Aditi Mishra Sajjadur Rahman H. Kim Kushan Mitra Estevam R. Hruschka 65 8 0 09 Nov 2023
On the Multiple Roles of Ontologies in Explainable AI Roberto Confalonieri G. Guizzardi 62 8 0 08 Nov 2023
From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning Zheyuan Zhang Shane Storks Fengyuan Hu Sungryull Sohn Moontae Lee Honglak Lee Joyce Chai LRM 75 4 0 24 Oct 2023
What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations Kavel Rao Liwei Jiang Valentina Pyatkin Yuling Gu Niket Tandon Nouha Dziri Faeze Brahman Yejin Choi 64 17 0 24 Oct 2023
Large Language Models are Visual Reasoning Coordinators Liangyu Chen Bo Li Sheng Shen Jingkang Yang Chunyuan Li Kurt Keutzer Trevor Darrell Ziwei Liu VLM LRM 130 58 0 23 Oct 2023
Assessing Step-by-Step Reasoning against Lexical Negation: A Case Study on Syllogism Mengyu Ye Tatsuki Kuribayashi Jun Suzuki Goro Kobayashi Hiroaki Funayama LRM 70 8 0 23 Oct 2023
Evaluating Large Language Models on Controlled Generation Tasks Jiao Sun Yufei Tian Wangchunshu Zhou Nan Xu Qian Hu Rahul Gupta John Wieting Nanyun Peng Xuezhe Ma LRM ELM 97 65 0 23 Oct 2023
REFER: An End-to-end Rationale Extraction Framework for Explanation Regularization Mohammad Reza Ghasemi Madani Pasquale Minervini 91 4 0 22 Oct 2023
Explaining Interactions Between Text Spans Sagnik Ray Choudhury Pepa Atanasova Isabelle Augenstein 56 2 0 20 Oct 2023
Eliminating Reasoning via Inferring with Planning: A New Framework to Guide LLMs' Non-linear Thinking Yongqi Tong Yifan Wang Dawei Li Sizhe Wang Zi Lin Simeng Han Jingbo Shang LRM 52 17 0 18 Oct 2023
Autonomous Tree-search Ability of Large Language Models Zheyu Zhang Zhuorui Ye Yikang Shen Chuang Gan LRM 41 0 0 14 Oct 2023
BRAINTEASER: Lateral Thinking Puzzles for Large Language Models Yifan Jiang Filip Ilievski Kaixin Ma Zhivar Sourati LRM ReLM 101 12 0 08 Oct 2023
Crystal: Introspective Reasoners Reinforced with Self-Feedback Jiacheng Liu Ramakanth Pasunuru Hannaneh Hajishirzi Yejin Choi Asli Celikyilmaz LRM ReLM 75 24 0 07 Oct 2023
Driving with LLMs: Fusing Object-Level Vector Modality for Explainable Autonomous Driving Long Chen Oleg Sinavski Jan Hünermann Alice Karnsund Andrew James Willmott Danny Birch Daniel Maund Jamie Shotton MLLM 127 210 0 03 Oct 2023
Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models Antoine Louis Gijs van Dijck Gerasimos Spanakis ELM AILaw 72 41 0 29 Sep 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming-Yuan Liu Bing Qin Ting Liu LRM AI4CE 128 175 0 27 Sep 2023
Explaining Agent Behavior with Large Language Models Xijia Zhang Yue (Sophie) Guo Simon Stepputtis Katia Sycara Joseph Campbell LM&Ro LLMAG 81 7 0 19 Sep 2023
ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer Arkadiy Saakyan Smaranda Muresan 87 4 0 15 Sep 2023
Hypothesis Search: Inductive Reasoning with Language Models Ruocheng Wang E. Zelikman Gabriel Poesia Yewen Pu Nick Haber Noah D. Goodman ReLM LRM 132 112 0 11 Sep 2023
Explainability for Large Language Models: A Survey Haiyan Zhao Hanjie Chen Fan Yang Ninghao Liu Huiqi Deng Hengyi Cai Shuaiqiang Wang D. Yin Jundong Li LRM 106 472 0 02 Sep 2023
A novel framework employing deep multi-attention channels network for the autonomous detection of metastasizing cells through fluorescence microscopy Michail Mamalakis Sarah C Macfarlane S. Notley A. Gad G. Panoutsos MedIm 54 5 0 02 Sep 2023
An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognition Michail Mamalakis Héloïse de Vareilles Atheer AI-Manea Samantha C. Mitchell Ingrid Arartz ... Jane R. Garrison Jon S. Simons Pietro Lio J. Suckling Graham K Murray 118 2 0 02 Sep 2023
Situated Natural Language Explanations Zining Zhu Hao Jiang Jingfeng Yang Sreyashi Nag Chao Zhang Jie Huang Yifan Gao Frank Rudzicz Bing Yin LRM 66 1 0 27 Aug 2023
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution Ehsan Kamalloo A. Jafari Xinyu Crystina Zhang Nandan Thakur Jimmy J. Lin 70 44 0 31 Jul 2023
CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models Xingbo Wang Renfei Huang Zhihua Jin Tianqing Fang Huamin Qu VLM ReLM LRM 109 2 0 23 Jul 2023
Multi-Method Self-Training: Improving Code Generation With Text, And Vice Versa Shriyash Upadhyay Etan Ginsberg SyDa LRM 49 0 0 20 Jul 2023
Teaching Arithmetic to Small Transformers Nayoung Lee Kartik K. Sreenivasan Jason D. Lee Kangwook Lee Dimitris Papailiopoulos LRM 101 94 0 07 Jul 2023
Power-up! What Can Generative Models Do for Human Computation Workflows? Garrett Allen Gaole He U. Gadiraju 125 3 0 05 Jul 2023
Query Understanding in the Age of Large Language Models Avishek Anand Venktesh V Abhijit Anand Vinay Setty LRM 111 5 0 28 Jun 2023
Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think" Step-by-Step Liunian Harold Li Jack Hessel Youngjae Yu Xiang Ren Kai-Wei Chang Yejin Choi LRM AI4CE ReLM 117 143 0 24 Jun 2023
Towards Explainable Evaluation Metrics for Machine Translation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei Zhao Yang Gao Steffen Eger ELM 104 15 0 22 Jun 2023
Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference Junhao Zheng Qianli Ma Shengjie Qiu Yue Wu Peitian Ma Junlong Liu Hu Feng Xichen Shang Haibin Chen AAML KELM CML CLL 130 15 0 19 Jun 2023
Pushing the Limits of ChatGPT on NLP Tasks Xiaofei Sun Linfeng Dong Xiaoya Li Zhen Wan Shuhe Wang ... Jiwei Li Fei Cheng Lingjuan Lyu Leilei Gan Guoyin Wang AI4MH LRM 117 32 0 16 Jun 2023
Semantic HELM: A Human-Readable Memory for Reinforcement Learning Fabian Paischer Thomas Adler M. Hofmarcher Sepp Hochreiter 66 12 0 15 Jun 2023
Revealing the structure of language model capabilities Ryan Burnell Hank Hao Andrew R. A. Conway José Hernández-Orallo ELM 85 19 0 14 Jun 2023
FLamE: Few-shot Learning from Natural Language Explanations Yangqiaoyu Zhou Yiming Zhang Chenhao Tan LRM FAtt 95 11 0 13 Jun 2023
KNOW How to Make Up Your Mind! Adversarially Detecting and Alleviating Inconsistencies in Natural Language Explanations Myeongjun Jang Bodhisattwa Prasad Majumder Julian McAuley Thomas Lukasiewicz Oana-Maria Camburu AAML 46 4 0 05 Jun 2023
Being Right for Whose Right Reasons? Terne Sasha Thorn Jakobsen Laura Cabello Anders Søgaard 71 12 0 01 Jun 2023