Title
Conformal Linguistic Calibration: Trading-off between Factuality and Specificity Zhengping Jiang Anqi Liu Benjamin Van Durme 174 3 0 26 Feb 2025
Data-Efficient Multi-Agent Spatial Planning with LLMs Huangyuan Su Aaron Walsman Daniel Garces Sham Kakade Stephanie Gil LLMAG Presented at ResearchTrend Connect \| LLMAG on 28 Mar 2025 218 0 0 26 Feb 2025
General Intelligence Requires Reward-based Pretraining Seungwook Han Jyothish Pari Samuel J. Gershman Pulkit Agrawal LRM 370 2 0 26 Feb 2025
CryptoPulse: Short-Term Cryptocurrency Forecasting with Dual-Prediction and Cross-Correlated Market Indicators Amit Kumar Taoran Ji 168 0 0 26 Feb 2025
Stay Focused: Problem Drift in Multi-Agent Debate Jonas Becker Lars Benedikt Kaesberg Andreas Stephan Jan Philip Wahle Terry Ruas Bela Gipp 145 2 0 26 Feb 2025
TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency Henry Peng Zou Zhengyao Gu Yue Zhou Yankai Chen Weizhi Zhang Liancheng Fang Yibo Wang Yangning Li Kay Liu Philip S. Yu 150 1 0 26 Feb 2025
Voting or Consensus? Decision-Making in Multi-Agent Debate Lars Benedikt Kaesberg Jonas Becker Jan Philip Wahle Terry Ruas Bela Gipp 148 7 0 26 Feb 2025
Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments Patomporn Payoungkhamdee Pume Tuchinda Jinheon Baek Samuel Cahyawijaya Can Udomcharoenchaikit Potsawee Manakul Peerat Limkonchotiwat Ekapol Chuangsuwanich Sarana Nutanong LRM 91 2 0 25 Feb 2025
PII-Bench: Evaluating Query-Aware Privacy Protection Systems Hao Shen Zhouhong Gu Haokai Hong Weili Han 99 0 0 25 Feb 2025
Chain of Draft: Thinking Faster by Writing Less Silei Xu Wenhao Xie Lingxiao Zhao Pengcheng He AI4TS LRM 194 85 0 25 Feb 2025
How Far are LLMs from Real Search? A Comprehensive Study on Efficiency, Completeness, and Inherent Capabilities Minhua Lin Hui Liu Xianfeng Tang Jingying Zeng Zhenwei Dai Chen Luo Zheng Li Xiang Zhang Qi He Suhang Wang OffRL LRM 99 1 0 25 Feb 2025
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction Omar Sharif Joseph Gatto Madhusudan Basak S. Preum 92 0 0 24 Feb 2025
The Relationship Between Reasoning and Performance in Large Language Models -- o3 (mini) Thinks Harder, Not Longer Marthe Ballon Andres Algaba Vincent Ginis LRM ReLM 104 17 0 24 Feb 2025
From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs Ruxiao Chen Chenguang Wang Yuran Sun Xilei Zhao Susu Xu 159 3 0 24 Feb 2025
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models Zhenyu Pan Haozheng Luo Manling Li Han Liu LRM 123 17 0 24 Feb 2025
CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought Boxuan Zhang Ruqi Zhang LRM 76 3 0 24 Feb 2025
DISC: DISC: Dynamic Decomposition Improves LLM Inference Scaling Jonathan Light Wei Cheng Benjamin Rivière Wu Yue Masafumi Oyamada Mengdi Wang Yisong Yue Santiago Paternain Haifeng Chen ReLM LRM 129 2 0 23 Feb 2025
The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems Zengqing Wu Takayuki Ito 106 2 0 23 Feb 2025
BioMaze: Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning Haiteng Zhao Chang Ma FangZhi Xu Lingpeng Kong Zhi-Hong Deng LRM 139 3 0 23 Feb 2025
Reflective Planning: Vision-Language Models for Multi-Stage Long-Horizon Robotic Manipulation Yunhai Feng Jiaming Han Zhiyong Yang Xiangyu Yue Sergey Levine Jianlan Luo LM&Ro 125 7 0 23 Feb 2025
Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations Chunyang Li Weiqi Wang Tianshi Zheng Yangqiu Song LRM 134 6 0 22 Feb 2025
BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking Yuxuan Liu Hongda Sun Wenya Guo Xinyan Xiao Cunli Mao Zhengtao Yu Rui Yan 150 3 0 22 Feb 2025
Dynamic Parallel Tree Search for Efficient LLM Reasoning Yifu Ding Wentao Jiang Shunyu Liu Yongcheng Jing Jinpei Guo ... Zengmao Wang Ziqiang Liu Di Lin Xianglong Liu Dacheng Tao LRM 122 11 0 22 Feb 2025
Improving Value-based Process Verifier via Structural Prior Injection Zetian Sun Dongfang Li Baotian Hu Jun Yu Min Zhang 97 0 0 21 Feb 2025
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation Abdelrahman Abdallah Bhawna Piryani Jamshid Mozafari Mohammed Ali Adam Jatowt 356 1 0 21 Feb 2025
CER: Confidence Enhanced Reasoning in LLMs Ali Razghandi Seyed Mohammad Hadi Hosseini Mahdieh Soleymani Baghshah LRM 182 5 0 20 Feb 2025
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Emre Can Acikgoz Jeremiah Greer Akul Datta Ze Yang William Zeng Oussama Elachqar Emmanouil Koukoumidis Dilek Hakkani-Tur Gokhan Tur LLMAG 186 3 0 20 Feb 2025
Reasoning and the Trusting Behavior of DeepSeek and GPT: An Experiment Revealing Hidden Fault Lines in Large Language Models Rubing Li João Sedoc Arun Sundararajan LRM 106 1 0 20 Feb 2025
DataSciBench: An LLM Agent Benchmark for Data Science Dan Zhang Sining Zhoubian Min Cai Fengzu Li L. Yang Wei Wang Tianjiao Dong Ziniu Hu J. Tang Yisong Yue ALM ELM 101 5 0 20 Feb 2025
A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos Yang Yao Xuan Tong Ruofan Wang Yixu Wang Lujundong Li Liang Liu Yan Teng Yun Wang LRM 89 7 0 19 Feb 2025
SIFT: Grounding LLM Reasoning in Contexts via Stickers Zihao Zeng Xuyao Huang Boxiu Li Zhijie Deng LRM 60 2 0 19 Feb 2025
Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction Nils Constantin Hellwig Jakob Fehle Udo Kruschwitz Christian Wolff AI4MH 143 0 0 18 Feb 2025
R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs Sumin Jo Junseong Choi Jiho Kim Edward Choi 129 0 0 18 Feb 2025
HPSS: Heuristic Prompting Strategy Search for LLM Evaluators Bosi Wen Pei Ke Yufei Sun C. Wang Xiaotao Gu Jinfeng Zhou Jie Tang Hongning Wang Minlie Huang 41 0 0 18 Feb 2025
Investigating the Impact of Quantization Methods on the Safety and Reliability of Large Language Models Artyom Kharinaev Viktor Moskvoretskii Egor Shvetsov Kseniia Studenikina Bykov Mikhail Evgeny Burnaev MQ 100 0 0 18 Feb 2025
Atom of Thoughts for Markov LLM Test-Time Scaling Fengwei Teng Zhaoyang Yu Quan Shi Jiayi Zhang Chenglin Wu Yuyu Luo MU LRM 134 23 0 17 Feb 2025
SELP: Generating Safe and Efficient Task Plans for Robot Agents with Large Language Models Yi Wu Z. Xiong Yiran Hu Shreyash S. Iyengar Nan Jiang Aniket Bera Lin Tan Suresh Jagannathan LM&Ro LLMAG 168 4 0 17 Feb 2025
MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task Yuchen Yan Yongliang Shen Yang Liu Jin Jiang Xin Xu Hao Fei Jian Shao Yueting Zhuang ReLM LRM 102 2 0 17 Feb 2025
Towards Top-Down Reasoning: An Explainable Multi-Agent Approach for Visual Question Answering Zeqing Wang Wentao Wan Qiqing Lao Runmeng Chen Minjie Lang Keze Wang Liang Lin Liang Lin LRM 234 3 0 17 Feb 2025
Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning Peiying Yu Guoxin Chen Jingjing Wang LLMAG LMTD LRM 134 8 0 17 Feb 2025
Counterfactual-Consistency Prompting for Relative Temporal Understanding in Large Language Models Jongho Kim Seung-won Hwang LRM AI4CE 159 1 0 17 Feb 2025
KnowPath: Knowledge-enhanced Reasoning via LLM-generated Inference Paths over Knowledge Graphs Qi Zhao Hongyu Yang Qi Song Xinwei Yao Xiangyang Li 124 0 0 17 Feb 2025
Preference Optimization for Reasoning with Pseudo Feedback Fangkai Jiao Geyang Guo Xingxing Zhang Nancy F. Chen Shafiq Joty Furu Wei LRM 212 16 0 17 Feb 2025
Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? Zhiyuan Zeng Qinyuan Cheng Zhangyue Yin Yunhua Zhou Xipeng Qiu LRM 178 20 0 17 Feb 2025
AURORA:Automated Training Framework of Universal Process Reward Models via Ensemble Prompting and Reverse Verification Jue Chen Tianchu Yao Chao Qu Bin Li Minghao Yang ... Haozhe Wang Xihe Qiu Wei Chu Yinghui Xu Yuan Qi OffRL LRM 106 2 0 17 Feb 2025
GraphThought: Graph Combinatorial Optimization with Thought Generation Zixiao Huang Lifeng Guo Wenhao Li Junjie Sheng Chuyun Shen Haosheng Chen Bo Jin Changhong Lu Xiangfeng Wang LRM AI4CE 68 0 0 17 Feb 2025
Evaluating Step-by-step Reasoning Traces: A Survey Jinu Lee Julia Hockenmaier LRM ELM 155 2 0 17 Feb 2025
Beyond the Singular: The Essential Role of Multiple Generations in Effective Benchmark Evaluation and Analysis Wenbo Zhang Hengrui Cai Wenyu Chen 110 1 0 17 Feb 2025
Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study Yujie Lin Ante Wang Moye Chen Jingyao Liu Hao Liu Jinsong Su Xinyan Xiao LRM 143 3 0 17 Feb 2025
Evaluating the Meta- and Object-Level Reasoning of Large Language Models for Question Answering Nick Ferguson Liane Guillou A. Bundy Kwabena Nuamah LRM ELM 141 1 0 17 Feb 2025