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
Transforming Expert Knowledge into Scalable Ontology via Large Language Models Ikkei Itoku David Theil Evelyn Eichelsdoerfer Uehara S. Bhaduri Junnosuke Kuroda Toshi Yumoto Alex Gil Natalie Perez Rajesh Kumar Cherukuri Naumaan Nayyar 48 0 0 10 Jun 2025
Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety Seongmin Lee Aeree Cho Grace C. Kim ShengYun Peng Mansi Phute Duen Horng Chau LM&MA AI4CE 80 0 0 05 Jun 2025
V2X-UniPool: Unifying Multimodal Perception and Knowledge Reasoning for Autonomous Driving Xuewen Luo Fengze Yang Fan Ding Xiangbo Gao Shuo Xing Yang Zhou Zhengzhong Tu Chenxi Liu LRM 78 1 0 03 Jun 2025
Self-Critique and Refinement for Faithful Natural Language Explanations Yingming Wang Pepa Atanasova LRM 124 0 0 28 May 2025
A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations Lingjun Zhao Hal Daumé III 168 0 0 25 May 2025
Flex-Judge: Think Once, Judge Anywhere Jongwoo Ko S. Kim Sungwoo Cho Se-Young Yun ELM LRM 218 0 0 24 May 2025
Fast Quiet-STaR: Thinking Without Thought Tokens Wei Huang Yizhe Xiong Xin Ye Zhijie Deng Hui Chen Zijia Lin Guiguang Ding LLMAG LRM VLM 56 0 0 23 May 2025
HCRMP: A LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving Zhiwen Chen Bo Leng Zhuoren Li Hanming Deng Guizhe Jin Ran Yu Huanxi Wen 231 0 0 21 May 2025
Search-Based Correction of Reasoning Chains for Language Models Minsu Kim Jean-Pierre Falet Oliver E. Richardson Xiaoyin Chen Moksh Jain Sungjin Ahn Sungsoo Ahn Yoshua Bengio KELM ReLM LRM 87 0 0 17 May 2025
Mining Hidden Thoughts from Texts: Evaluating Continual Pretraining with Synthetic Data for LLM Reasoning Yoichi Ishibashi Taro Yano Masafumi Oyamada SyDa LRM 108 2 0 15 May 2025
Honey, I Shrunk the Language Model: Impact of Knowledge Distillation Methods on Performance and Explainability Daniel Hendriks Philipp Spitzer Niklas Kühl G. Satzger 132 2 0 22 Apr 2025
ChartQA-X: Generating Explanations for Charts Shamanthak Hegde Pooyan Fazli H. Seifi 107 0 0 17 Apr 2025
ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search Yize Zhang Tianshu Wang Sirui Chen Kun Wang Xingyu Zeng Hongyu Lin Jia Zheng Le Sun Chaochao Lu LRM 78 0 0 15 Apr 2025
Model-Agnostic Policy Explanations with Large Language Models Zhang Xi-Jia Yue (Sophie) Guo Shufei Chen Simon Stepputtis Matthew C. Gombolay Katia Sycara Joseph Campbell LM&Ro LRM 122 1 0 08 Apr 2025
Noiser: Bounded Input Perturbations for Attributing Large Language Models Mohammad Reza Ghasemi Madani Aryo Pradipta Gema Gabriele Sarti Yu Zhao Pasquale Minervini Andrea Passerini AAML 117 1 0 03 Apr 2025
Think Before Refusal : Triggering Safety Reflection in LLMs to Mitigate False Refusal Behavior Siyang Song Xinpeng Wang Guangyao Zhai Nassir Navab Yun Xue LLMAG 99 0 0 22 Mar 2025
Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't Quy-Anh Dang Chris Ngo OffRL LRM 192 20 0 20 Mar 2025
Faithfulness of LLM Self-Explanations for Commonsense Tasks: Larger Is Better, and Instruction-Tuning Allows Trade-Offs but Not Pareto Dominance Noah Y. Siegel N. Heess Maria Perez-Ortiz Oana-Maria Camburu LRM 148 2 0 17 Mar 2025
Reasoning-Grounded Natural Language Explanations for Language Models Vojtech Cahlik Rodrigo Alves Pavel Kordík LRM 96 2 0 14 Mar 2025
DriveLMM-o1: A Step-by-Step Reasoning Dataset and Large Multimodal Model for Driving Scenario Understanding Ayesha Ishaq Jean Lahoud Ketan More Omkar Thawakar Ritesh Thawkar ... Fahad Shahbaz Khan Hisham Cholakkal Ivan Laptev Rao Muhammad Anwer Salman Khan LRM 123 4 0 13 Mar 2025
TextGames: Learning to Self-Play Text-Based Puzzle Games via Language Model Reasoning Frederikus Hudi Genta Indra Winata Ruochen Zhang Alham Fikri Aji ReLM LRM 154 4 0 25 Feb 2025
Rethinking Addressing in Language Models via Contexualized Equivariant Positional Encoding Jiajun Zhu Peihao Wang Ruisi Cai Jason D. Lee Pan Li Ziyi Wang KELM 112 1 0 03 Jan 2025
Can Input Attributions Explain Inductive Reasoning in In-Context Learning? Mengyu Ye Tatsuki Kuribayashi Goro Kobayashi Jun Suzuki LRM 162 0 0 20 Dec 2024
ClarityEthic: Explainable Moral Judgment Utilizing Contrastive Ethical Insights from Large Language Models Yuxi Sun Wei Gao Jing Ma Hongzhan Lin Ziyang Luo Wenxuan Zhang ELM 172 0 0 17 Dec 2024
When Backdoors Speak: Understanding LLM Backdoor Attacks Through Model-Generated Explanations Huaizhi Ge Yiming Li Qifan Wang Yongfeng Zhang Ruixiang Tang AAML SILM 158 2 0 19 Nov 2024
Knowledge Distillation Using Frontier Open-source LLMs: Generalizability and the Role of Synthetic Data Anup Shirgaonkar Nikhil Pandey Nazmiye Ceren Abay Tolga Aktas Vijay Aski ALM SyDa 63 1 0 24 Oct 2024
Towards Faithful Natural Language Explanations: A Study Using Activation Patching in Large Language Models Wei Jie Yeo Ranjan Satapathy Erik Cambria 72 2 0 18 Oct 2024
PromptExp: Multi-granularity Prompt Explanation of Large Language Models Ximing Dong Shaowei Wang Dayi Lin Gopi Krishnan Rajbahadur Boquan Zhou Shichao Liu Ahmed E. Hassan AAML LRM 84 1 0 16 Oct 2024
Neural networks that overcome classic challenges through practice Kazuki Irie Brenden M. Lake 97 6 0 14 Oct 2024
The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning Xiyan Fu Anette Frank LRM 126 0 0 08 Oct 2024
Self-rationalization improves LLM as a fine-grained judge Prapti Trivedi Aditya Gulati Oliver Molenschot Meghana Arakkal Rajeev Rajkumar Ramamurthy Keith Stevens Tanveesh Singh Chaudhery Jahnavi Jambholkar James Zou Nazneen Rajani LRM 99 7 0 07 Oct 2024
ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering Francesco Maria Molfese Simone Conia Riccardo Orlando Roberto Navigli ReLM LRM RALM 68 3 0 07 Oct 2024
Enhancing SLM via ChatGPT and Dataset Augmentation Tom Pieper Mohamad Ballout U. Krumnack Gunther Heidemann Kai-Uwe Kühnberger 93 0 0 19 Sep 2024
Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights Mohamad Ballout U. Krumnack Gunther Heidemann Kai-Uwe Kühnberger 95 3 0 19 Sep 2024
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language ZHAOYUE SUN Jiazheng Li Gabriele Pergola Yulan He 81 1 0 09 Sep 2024
Guided Reasoning: A Non-Technical Introduction Gregor Betz LLMAG 33 0 0 29 Aug 2024
Differentiating Choices via Commonality for Multiple-Choice Question Answering Wenqing Deng Zhe Wang Kewen Wang Shirui Pan Xiaowang Zhang Zhiyong Feng 67 0 0 21 Aug 2024
Towards a Generative Approach for Emotion Detection and Reasoning Ankita Bhaumik T. Strzalkowski ReLM LRM 80 3 0 09 Aug 2024
Evaluating Transparent Reasoning in Large Language Models for Accountable Critical Tasks Bowen Wang Jiuyang Chang Yiming Qian Guoxin Chen LRM LM&MA ELM 113 6 0 04 Aug 2024
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 132 16 0 27 Jul 2024
Explanation Regularisation through the Lens of Attributions Pedro Ferreira Wilker Aziz Ivan Titov 152 1 0 23 Jul 2024
Data-Centric Human Preference Optimization with Rationales H. Just Ming Jin Anit Kumar Sahu Huy Phan Ruoxi Jia 88 3 0 19 Jul 2024
A Survey on Symbolic Knowledge Distillation of Large Language Models Kamal Acharya Alvaro Velasquez Haoze Song SyDa 74 7 0 12 Jul 2024
Optimal Decision Making Through Scenario Simulations Using Large Language Models Sumedh Rasal E. Hauer 87 1 0 09 Jul 2024
When is the consistent prediction likely to be a correct prediction? Alex Nguyen Dheeraj Mekala Chengyu Dong Jingbo Shang LRM 43 4 0 08 Jul 2024
Retrieved In-Context Principles from Previous Mistakes Hao Sun Yong Jiang Bo Wang Yingyan Hou Yan Zhang Pengjun Xie Fei Huang 92 1 0 08 Jul 2024
RVISA: Reasoning and Verification for Implicit Sentiment Analysis Wenna Lai H. Xie Guandong Xu Qing Li LRM 88 3 0 02 Jul 2024
A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE) Daniel Sonntag Michael Barz Thiago S. Gouvêa VLM 110 4 0 27 Jun 2024
CaT-BENCH: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Plans Yash Kumar Lal Vanya Cohen Nathanael Chambers Niranjan Balasubramanian Raymond Mooney ELM LRM ReLM 85 6 0 22 Jun 2024
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales Zhepei Wei Wei-Lin Chen Yu Meng RALM 161 29 0 19 Jun 2024