Title
Language Agents as Optimizable Graphs Mingchen Zhuge Wenyi Wang Louis Kirsch Francesco Faccio Dmitrii Khizbullin Jürgen Schmidhuber LLMAG 103 22 0 26 Feb 2024
Fine-Grained Self-Endorsement Improves Factuality and Reasoning Ante Wang Linfeng Song Baolin Peng Ye Tian Lifeng Jin Haitao Mi Jinsong Su Dong Yu HILM LRM 66 7 0 23 Feb 2024
Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models Guanming Xiong Junwei Bao Wen Zhao KELM 146 13 0 23 Feb 2024
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models Xueliang Zhao Xinting Huang Tingchen Fu Qintong Li Shansan Gong Lemao Liu Wei Bi Lingpeng Kong LRM 77 1 0 21 Feb 2024
Soft Self-Consistency Improves Language Model Agents Han Wang Archiki Prasad Elias Stengel-Eskin Mohit Bansal LLMAG 142 11 0 20 Feb 2024
Roadmap on Incentive Compatibility for AI Alignment and Governance in Sociotechnical Systems Zhaowei Zhang Fengshuo Bai Mingzhi Wang Haoyang Ye Chengdong Ma Yaodong Yang 77 6 0 20 Feb 2024
FormulaReasoning: A Dataset for Formula-Based Numerical Reasoning Xiao Li Bolin Zhu Kaiwen Shi Sichen Liu Yin Zhu Yiwei Liu Gong Cheng AIMat 90 1 0 20 Feb 2024
A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion Yanzhen Shen Yu Zhang Yunyi Zhang Jiawei Han 122 10 0 20 Feb 2024
GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations Jinhao Duan Renming Zhang James Diffenderfer B. Kailkhura Lichao Sun Elias Stengel-Eskin Mohit Bansal Tianlong Chen Kaidi Xu ELM LRM 108 67 0 19 Feb 2024
AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators Jingwei Ni Minjing Shi Dominik Stammbach Mrinmaya Sachan Elliott Ash Markus Leippold HILM 87 14 0 16 Feb 2024
Retrieve Only When It Needs: Adaptive Retrieval Augmentation for Hallucination Mitigation in Large Language Models Hanxing Ding Liang Pang Zihao Wei Huawei Shen Xueqi Cheng HILM RALM 144 18 0 16 Feb 2024
Can We Verify Step by Step for Incorrect Answer Detection? Xin Xu Shizhe Diao Can Yang Yang Wang LRM 330 15 0 16 Feb 2024
Inference to the Best Explanation in Large Language Models Dhairya Dalal Marco Valentino André Freitas Paul Buitelaar LRM ELM 98 3 0 16 Feb 2024
Enhancing Large Language Models with Pseudo- and Multisource- Knowledge Graphs for Open-ended Question Answering Jiaxiang Liu Tong Zhou Yubo Chen Kang Liu Jun Zhao KELM 132 3 0 15 Feb 2024
AQA-Bench: An Interactive Benchmark for Evaluating LLMs' Sequential Reasoning Ability Siwei Yang Bingchen Zhao Cihang Xie LRM 59 6 0 14 Feb 2024
Exploring Group and Symmetry Principles in Large Language Models Shima Imani Hamid Palangi LRM 56 1 0 09 Feb 2024
LLM Multi-Agent Systems: Challenges and Open Problems Shanshan Han Qifan Zhang Yuhang Yao Weizhao Jin Zhaozhuo Xu LLMAG 95 48 0 05 Feb 2024
A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications Pranab Sahoo Ayush Kumar Singh Sriparna Saha Vinija Jain S. Mondal Aman Chadha 176 341 0 05 Feb 2024
Data Poisoning for In-context Learning Pengfei He Han Xu Yue Xing Hui Liu Makoto Yamada Jiliang Tang SILM AAML 100 13 0 03 Feb 2024
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains Alon Jacovi Yonatan Bitton Bernd Bohnet Jonathan Herzig Or Honovich Michael Tseng Michael Collins Roee Aharoni Mor Geva LRM 131 27 0 01 Feb 2024
Efficient Tool Use with Chain-of-Abstraction Reasoning Silin Gao Jane Dwivedi-Yu Ping Yu X. Tan Ramakanth Pasunuru O. Yu. Golovneva Koustuv Sinha Asli Celikyilmaz Antoine Bosselut Tianlu Wang LRM 112 22 0 30 Jan 2024
GuReT: Distinguishing Guilt and Regret related Text S. Butt F. Balouchzahi Abdul Gafar Manuel Meque Maaz Amjad Hector G. Ceballos Cancino Grigori Sidorov Alexander Gelbukh 42 0 0 29 Jan 2024
YODA: Teacher-Student Progressive Learning for Language Models Jianqiao Lu Wanjun Zhong Yufei Wang Zhijiang Guo Qi Zhu ... Baojun Wang Yasheng Wang Lifeng Shang Xin Jiang Qun Liu LRM 104 7 0 28 Jan 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 368 33 0 25 Jan 2024
Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines David Oniani Xizhi Wu Shyam Visweswaran S. Kapoor Shravan Kooragayalu Katelyn Polanska Yanshan Wang LM&MA ELM AI4MH 54 12 0 20 Jan 2024
Next-Generation Simulation Illuminates Scientific Problems of Organised Complexity Cheng Wang Chuwen Wang Wang Zhang Shirong Zeng Yu Zhao Ronghui Ning Changjun Jiang 110 1 0 18 Jan 2024
Augmenting Math Word Problems via Iterative Question Composing Haoxiong Liu Yifan Zhang Yifan Luo Andrew Chi-Chih Yao SyDa LRM 151 46 0 17 Jan 2024
MARIO: MAth Reasoning with code Interpreter Output -- A Reproducible Pipeline Minpeng Liao Wei Luo Chengxi Li Jing Wu Kai Fan LRM 117 48 0 16 Jan 2024
CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs' Mathematical Reasoning Capabilities Yujun Mao Yoon Kim Yilun Zhou LRM ReLM 77 22 0 13 Jan 2024
Knowledge-Centric Templatic Views of Documents Isabel Cachola Silviu Cucerzan Allen Herring Vuksan Mijovic Erik Oveson S. Jauhar 82 2 0 13 Jan 2024
The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance A. Salinas Fred Morstatter 93 55 0 08 Jan 2024
DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models Wendi Cui Jiaxin Zhang Zhuohang Li Lopez Damien Kamalika Das Bradley Malin Kumar Sricharan 67 2 0 04 Jan 2024
LLM-SQL-Solver: Can LLMs Determine SQL Equivalence? Fuheng Zhao Lawrence Lim Ishtiyaque Ahmad D. Agrawal A. El Abbadi Amr El Abbadi 119 13 0 16 Dec 2023
Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning Xijie Huang Li Lyna Zhang Kwang-Ting Cheng Fan Yang Mao Yang LRM ReLM 94 13 0 14 Dec 2023
VRPTEST: Evaluating Visual Referring Prompting in Large Multimodal Models Zongjie Li Chaozheng Wang Chaowei Liu Pingchuan Ma Daoyuan Wu Shuai Wang Cuiyun Gao VLM 79 6 0 07 Dec 2023
Methods to Estimate Large Language Model Confidence Maia Kotelanski Robert Gallo Ashwin Nayak Thomas Savage LM&MA 103 6 0 28 Nov 2023
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions S. Cao Jiajie Zhang Jiaxin Shi Xin Lv Zijun Yao Qingwen Tian Juanzi Li Lei Hou LRM 91 19 0 23 Nov 2023
AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations Zhicheng YANG Yinya Huang Jing Xiong Liang Feng Xiaodan Liang Yiwei Wang Jing Tang LRM 87 2 0 22 Nov 2023
Large Language Model as a Policy Teacher for Training Reinforcement Learning Agents Zihao Zhou Bin-Bin Hu Chenyang Zhao Pu Zhang Bin Liu LLMAG 120 16 0 22 Nov 2023
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models Zachary Englhardt Chengqian Ma Margaret E. Morris X. Xu Chun-Cheng Chang Lianhui Qin Daniel J. McDuff Xin Liu Shwetak N. Patel Vikram Iyer AI4MH 133 14 0 21 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 151 61 0 20 Nov 2023
Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities Alex Wilf Sihyun Shawn Lee Paul Pu Liang Louis-Philippe Morency LRM 105 47 0 16 Nov 2023
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning Xiangru Tang Anni Zou Zhuosheng Zhang Ziming Li Yilun Zhao Xingyao Zhang Arman Cohan Mark B. Gerstein LRM LM&MA 159 172 0 16 Nov 2023
Graph Elicitation for Guiding Multi-Step Reasoning in Large Language Models Jinyoung Park Ameen Patel Omar Zia Khan Hyunwoo J. Kim Jooyeon Kim KELM LRM ReLM 78 4 0 16 Nov 2023
On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering Linyong Nan Ellen Zhang Weijin Zou Yilun Zhao Wenfei Zhou Arman Cohan LLMAG 98 14 0 16 Nov 2023
Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness Ashim Gupta Rishanth Rajendhran Nathan Stringham Vivek Srikumar Ana Marasović AAML 88 3 0 16 Nov 2023
Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations Wenjie Mo Lyne Tchapmi Qin Liu Jiong Wang Jun Yan Chaowei Xiao Muhao Chen Muhao Chen AAML 146 20 0 16 Nov 2023
Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs Sen Yang Xin Li Leyang Cui Li Bing Wai Lam LRM NAI 113 0 0 16 Nov 2023
Ever: Mitigating Hallucination in Large Language Models through Real-Time Verification and Rectification Haoqiang Kang Juntong Ni Huaxiu Yao HILM LRM 111 37 0 15 Nov 2023
Towards A Unified View of Answer Calibration for Multi-Step Reasoning Shumin Deng Ningyu Zhang Nay Oo Bryan Hooi LRM 89 3 0 15 Nov 2023