Title
Proof of Thought : Neurosymbolic Program Synthesis allows Robust and Interpretable Reasoning Debargha Ganguly Srinivasan Iyengar Vipin Chaudhary Shivkumar Kalyanaraman LRM 17 2 0 25 Sep 2024
AI Assistants for Spaceflight Procedures: Combining Generative Pre-Trained Transformer and Retrieval-Augmented Generation on Knowledge Graphs With Augmented Reality Cues Oliver Bensch Leonie Bensch Tommy Nilsson Florian Saling Bernd Bewer Sophie Jentzsch Tobias Hecking J. Nathan Kutz 14 1 0 21 Sep 2024
GroupDebate: Enhancing the Efficiency of Multi-Agent Debate Using Group Discussion Tongxuan Liu Xingyu Wang Weizhe Huang Wenjiang Xu Yuting Zeng Lei Jiang Hailong Yang Jing Li LLMAG 18 8 0 21 Sep 2024
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning Zayne Sprague Fangcong Yin Juan Diego Rodriguez Dongwei Jiang Manya Wadhwa Prasann Singhal Xinyu Zhao Xi Ye Kyle Mahowald Greg Durrett ReLM LRM 111 79 0 18 Sep 2024
Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning Yukang Lin Bingchen Zhong Shuoran Jiang Joanna Siebert Qingcai Chen RALM ReLM LRM 18 0 0 17 Sep 2024
On the Diagram of Thought Yifan Zhang Yang Yuan Andrew Chi-Chih Yao 3DV LRM AI4CE 28 10 0 16 Sep 2024
DiPT: Enhancing LLM reasoning through diversified perspective-taking H. Just Mahavir Dabas Lifu Huang Ming Jin Ruoxi Jia LRM 32 1 0 10 Sep 2024
CauseJudger: Identifying the Cause with LLMs for Abductive Logical Reasoning Jinwei He Feng Lu ELM LRM 16 1 0 09 Sep 2024
GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding Yukun Cao Shuo Han Zengyi Gao Zezhong Ding Xike Xie S. Kevin Zhou 35 7 0 05 Sep 2024
iToT: An Interactive System for Customized Tree-of-Thought Generation Alan Boyle Isha Gupta Sebastian Hönig Lukas Mautner Kenza Amara Furui Cheng Mennatallah El-Assady LRM LM&Ro 32 1 0 31 Aug 2024
Writing in the Margins: Better Inference Pattern for Long Context Retrieval M. Russak Umar Jamil Christopher Bryant Kiran Kamble Axel Magnuson Mateusz Russak Waseem Alshikh 14 2 0 27 Aug 2024
Has Multimodal Learning Delivered Universal Intelligence in Healthcare? A Comprehensive Survey Qika Lin Yifan Zhu Xin Mei Ling Huang Jingying Ma Kai He Zhen Peng Erik Cambria Mengling Feng 32 16 0 23 Aug 2024
Visual Agents as Fast and Slow Thinkers Guangyan Sun Mingyu Jin Zhenting Wang Cheng-Long Wang Siqi Ma Qifan Wang Ying Nian Wu Ying Nian Wu Dongfang Liu Dongfang Liu LLMAG LRM 74 11 0 16 Aug 2024
The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models Karime Maamari Fadhil Abubaker Daniel Jaroslawicz Amine Mhedhbi LRM 52 25 0 14 Aug 2024
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents Pranav Putta Edmund Mills Naman Garg S. Motwani Chelsea Finn Divyansh Garg Rafael Rafailov LLMAG LRM 23 64 0 13 Aug 2024
Prompt Recursive Search: A Living Framework with Adaptive Growth in LLM Auto-Prompting Xiangyu Zhao Chengqian Ma 22 2 0 02 Aug 2024
Towards Automated Solution Recipe Generation for Industrial Asset Management with LLM Nianjun Zhou Dhaval Patel Shuxin Lin Fearghal O'Donncha 28 2 0 26 Jul 2024
Enhancing Agent Learning through World Dynamics Modeling Zhiyuan Sun Haochen Shi Marc-Alexandre Côté Glen Berseth Xingdi Yuan Bang Liu 42 3 0 25 Jul 2024
On the Design and Analysis of LLM-Based Algorithms Yanxi Chen Yaliang Li Bolin Ding Jingren Zhou 36 4 0 20 Jul 2024
Internal Consistency and Self-Feedback in Large Language Models: A Survey Xun Liang Shichao Song Zifan Zheng Hanyu Wang Qingchen Yu ... Rong-Hua Li Peng Cheng Zhonghao Wang Feiyu Xiong Zhiyu Li HILM LRM 56 24 0 19 Jul 2024
Thought-Like-Pro: Enhancing Reasoning of Large Language Models through Self-Driven Prolog-based Chain-of-Thought Xiaoyu Tan Yongxin Deng Xihe Qiu Weidi Xu Chao Qu Wei Chu Yinghui Xu Yuan Qi LRM AI4CE LM&Ro 24 2 0 18 Jul 2024
CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis Junying Chen Chi Gui Anningzhe Gao Ke Ji Xidong Wang Xiang Wan Benyou Wang MedIm AI4CE LM&MA 54 12 0 18 Jul 2024
Is Sarcasm Detection A Step-by-Step Reasoning Process in Large Language Models? Ben Yao Yazhou Zhang Qiuchi Li Jing Qin ReLM LRM 37 3 0 17 Jul 2024
AutoGRAMS: Autonomous Graphical Agent Modeling Software Ben Krause Lucia Chen Emmanuel Kahembwe 24 1 0 14 Jul 2024
FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios Yongjian Tang Rakebul Hasan Thomas Runkler 61 2 0 10 Jul 2024
Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning Yadong Zhang Shaoguang Mao Wenshan Wu Yan Xia Tao Ge Man Lan Furu Wei 48 1 0 08 Jul 2024
Distilling System 2 into System 1 Ping Yu Jing Xu Jason Weston Ilia Kulikov OffRL LRM 38 55 0 08 Jul 2024
MobileExperts: A Dynamic Tool-Enabled Agent Team in Mobile Devices Jiayi Zhang Chuang Zhao Yihan Zhao Zhaoyang Yu Ming He Jianping Fan LLMAG 26 8 0 04 Jul 2024
Why does in-context learning fail sometimes? Evaluating in-context learning on open and closed questions Xiang Li Haoran Tang Siyu Chen Ziwei Wang Ryan Chen Marcin Abram LRM 29 1 0 02 Jul 2024
Tree Search for Language Model Agents Jing Yu Koh Stephen Marcus McAleer Daniel Fried Ruslan Salakhutdinov LM&Ro LLMAG LRM 46 56 0 01 Jul 2024
BMW Agents -- A Framework For Task Automation Through Multi-Agent Collaboration Noel Crawford Edward B. Duffy Iman Evazzade Torsten Foehr Gregory Robbins D. K. Saha Jiya Varma Marcin Ziolkowski LLMAG 38 3 0 28 Jun 2024
From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis Chuanqi Cheng Jian-Yu Guan Wei Wu Rui Yan LRM 35 10 0 28 Jun 2024
Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding Yue Fan Lei Ding Ching-Chen Kuo Shan Jiang Yang Zhao Xinze Guan Jie Yang Yi Zhang Xin Eric Wang 39 10 0 27 Jun 2024
Predicting the Big Five Personality Traits in Chinese Counselling Dialogues Using Large Language Models Yang Yan Lizhi Ma Anqi Li Jingsong Ma Zhenzhong Lan 27 2 0 25 Jun 2024
From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models Sean Welleck Amanda Bertsch Matthew Finlayson Hailey Schoelkopf Alex Xie Graham Neubig Ilia Kulikov Zaid Harchaoui 33 45 0 24 Jun 2024
CLEAR: Can Language Models Really Understand Causal Graphs? Sirui Chen Mengying Xu Kun Wang Xingyu Zeng Rui Zhao Shengjie Zhao Chaochao Lu LRM ELM 27 7 0 24 Jun 2024
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning Brandon Huang Chancharik Mitra Assaf Arbelle Leonid Karlinsky Trevor Darrell Roei Herzig 37 12 0 21 Jun 2024
Autonomous Agents for Collaborative Task under Information Asymmetry Wei Liu Chenxi Wang Yifei Wang Zihao Xie Rennai Qiu Yufan Dang Zhuoyun Du Weize Chen Cheng Yang Chen Qian LLMAG 36 4 0 21 Jun 2024
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering Zhengliang Shi Shuo Zhang Weiwei Sun Shen Gao Pengjie Ren Zhumin Chen Zhaochun Ren RALM 30 28 0 21 Jun 2024
APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts Honghua Dong Qidong Su Yubo Gao Zhaoyu Li Yangjun Ruan Gennady Pekhimenko Chris J. Maddison Xujie Si LLMAG 26 1 0 19 Jun 2024
Demystifying Higher-Order Graph Neural Networks Maciej Besta Florian Scheidl Lukas Gianinazzi S. Klaiman Jürgen Müller Torsten Hoefler 36 2 0 18 Jun 2024
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding WeiZhi Fei Xueyan Niu Guoqing Xie Yanhua Zhang Bo Bai Lei Deng Wei Han LRM KELM RALM 21 5 0 18 Jun 2024
Improving Multi-Agent Debate with Sparse Communication Topology Yunxuan Li Yibing Du Jiageng Zhang Le Hou Peter Grabowski Yeqing Li Eugene Ie LLMAG 26 18 0 17 Jun 2024
Meta Reasoning for Large Language Models Peizhong Gao Ao Xie Shaoguang Mao Wenshan Wu Yan Xia Haipeng Mi Furu Wei ReLM LLMAG LRM 38 6 0 17 Jun 2024
A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners Bowen Jiang Yangxinyu Xie Zhuoqun Hao Xiaomeng Wang Tanwi Mallick Weijie J. Su Camillo J. Taylor Dan Roth LRM 37 40 0 16 Jun 2024
Demonstration Notebook: Finding the Most Suited In-Context Learning Example from Interactions Yiming Tang Bin Dong 23 0 0 16 Jun 2024
TorchOpera: A Compound AI System for LLM Safety Shanshan Han Yuhang Yao Zijian Hu Dimitris Stripelis Zhaozhuo Xu Chaoyang He LLMAG 29 0 0 16 Jun 2024
LLM-Mediated Domain-Specific Voice Agents: The Case of TextileBot Shu Zhong Elia Gatti James Hardwick Miriam Ribul Youngjun Cho Marianna Obrist 31 0 0 15 Jun 2024
Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs Xuan Zhang Chao Du Tianyu Pang Qian Liu Wei Gao Min-Bin Lin LRM AI4CE 44 34 0 13 Jun 2024
Multi-Agent Software Development through Cross-Team Collaboration Zhuoyun Du Chen Qian Wei Liu Zihao Xie Yifei Wang Yufan Dang Weize Chen Cheng Yang LLMAG 36 16 0 13 Jun 2024