Title
Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Peijie Liu Fengli Xu Yong Li LRM 55 0 0 06 Jun 2025
Audio-Aware Large Language Models as Judges for Speaking Styles Cheng-Han Chiang Xiaofei Wang Chung-Ching Lin Kevin Lin Linjie Li ... Y. Qian Zhendong Wang Zhengyuan Yang Hung-yi Lee Lijuan Wang AuLLM 58 0 0 06 Jun 2025
DynamicMind: A Tri-Mode Thinking System for Large Language Models Wei Li Yanbin Wei Qiushi Huang Jiangyue Yan Yang Chen James T. Kwok Yu Zhang LLMAG LRM 46 0 0 06 Jun 2025
Beyond Facts: Evaluating Intent Hallucination in Large Language Models Yijie Hao Haofei Yu Jiaxuan You HILM LRM 24 0 0 06 Jun 2025
When to Trust Context: Self-Reflective Debates for Context Reliability Zeqi Zhou Fang Wu Shayan Talaei Haokai Zhao Cheng Meixin Tinson Xu Amin Saberi Yejin Choi HILM 59 0 0 06 Jun 2025
Saffron-1: Safety Inference Scaling Ruizhong Qiu Gaotang Li Tianxin Wei Jingrui He Hanghang Tong LRM 30 0 0 06 Jun 2025
Accelerated Test-Time Scaling with Model-Free Speculative Sampling Woomin Song Saket Dingliwal Sai Muralidhar Jayanthi Bhavana Ganesh Jinwoo Shin Aram Galstyan S. Bodapati LRM 106 0 0 05 Jun 2025
SPARTA ALIGNMENT: Collectively Aligning Multiple Language Models through Combat Yuru Jiang Wenxuan Ding Shangbin Feng Greg Durrett Yulia Tsvetkov 88 0 0 05 Jun 2025
Simulating LLM-to-LLM Tutoring for Multilingual Math Feedback Junior Cedric Tonga KV Aditya Srivatsa Kaushal Kumar Maurya Fajri Koto Ekaterina Kochmar LRM 108 0 0 05 Jun 2025
Reason-to-Recommend: Using Interaction-of-Thought Reasoning to Enhance LLM Recommendation Keyu Zhao Fengli Xu Yong Li LRM 105 0 0 05 Jun 2025
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Baihe Huang Shanda Li Tianhao Wu Yiming Yang Ameet Talwalkar Kannan Ramchandran Michael I. Jordan Jiantao Jiao LRM 113 0 0 05 Jun 2025
Kinetics: Rethinking Test-Time Scaling Laws Ranajoy Sadhukhan Zhuoming Chen Haizhong Zheng Yang Zhou Emma Strubell Beidi Chen 114 0 0 05 Jun 2025
Conformal Prediction Beyond the Seen: A Missing Mass Perspective for Uncertainty Quantification in Generative Models Sima Noorani Shayan Kiyani George Pappas Hamed Hassani 50 0 0 05 Jun 2025
ROSA: Addressing text understanding challenges in photographs via ROtated SAmpling Hernán Maina Guido Ivetta Mateo Lione Stuto Julian Martin Eisenschlos Jorge Sánchez Luciana Benotti 73 0 0 04 Jun 2025
Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation Mingxuan Xia Haobo Wang Yixuan Li Zewei Yu Jindong Wang Junbo Zhao Runze Wu 97 1 0 04 Jun 2025
Reason from Future: Reverse Thought Chain Enhances LLM Reasoning Yinlong Xu Yanzhao Zheng Shuoshuo Sun Shuaihan Huang Baohua Dong Hangcheng Zhu Ruohui Huang Gang Yu Hongxia Xu J. Wu ReLM LRM AI4CE 55 0 0 04 Jun 2025
The Cost of Dynamic Reasoning: Demystifying AI Agents and Test-Time Scaling from an AI Infrastructure Perspective Jiin Kim Byeongjun Shin Jinha Chung Minsoo Rhu LLMAG LRM 38 1 0 04 Jun 2025
Structured Pruning for Diverse Best-of-N Reasoning Optimization Hieu Trung Nguyen Bao Nguyen Viet Anh Nguyen LRM 71 0 0 04 Jun 2025
Pre $^3$ : Enabling Deterministic Pushdown Automata for Faster Structured LLM Generation Junyi Chen Shihao Bai Zaijun Wang Siyu Wu Chuheng Du H. Yang Ruihao Gong Shengzhong Liu Fan Wu Guihai Chen AI4CE 81 0 0 04 Jun 2025
EPiC: Towards Lossless Speedup for Reasoning Training through Edge-Preserving CoT Condensation Jinghan Jia Hadi Reisizadeh Chongyu Fan Nathalie Baracaldo Mingyi Hong Sijia Liu LRM 133 0 0 04 Jun 2025
RoE-FND: A Case-Based Reasoning Approach with Dual Verification for Fake News Detection via LLMs Yuzhou Yang Yangming Zhou Zhiying Zhu Zhenxing Qian Xinpeng Zhang Sheng Li OffRL 17 0 0 04 Jun 2025
ScoreRAG: A Retrieval-Augmented Generation Framework with Consistency-Relevance Scoring and Structured Summarization for News Generation Pei-Yun Lin Yen-lung Tsai 65 0 0 04 Jun 2025
RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing Ruihan Jin Pengpeng Shao Zhengqi Wen Jinyang Wu Mingkuan Feng Shuai Zhang Jianhua Tao 58 0 0 04 Jun 2025
Exploring Explanations Improves the Robustness of In-Context Learning Ukyo Honda Tatsushi Oka LRM 70 0 0 03 Jun 2025
CoT is Not True Reasoning, It Is Just a Tight Constraint to Imitate: A Theory Perspective Jintian Shao YiMing Cheng LRM 54 0 0 03 Jun 2025
Understanding Gender Bias in AI-Generated Product Descriptions Markelle Kelly Mohammad Tahaei Padhraic Smyth Lauren Wilcox 27 0 0 03 Jun 2025
Adaptive Graph Pruning for Multi-Agent Communication Boyi Li Zhonghan Zhao Der-Horng Lee Gaoang Wang LLMAG 47 0 0 03 Jun 2025
ReSpace: Text-Driven 3D Scene Synthesis and Editing with Preference Alignment Martin JJ. Bucher Iro Armeni DiffM 65 0 0 03 Jun 2025
Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Polina Tsvilodub Robert D. Hawkins Michael Franke NAI 68 0 0 02 Jun 2025
AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation Yilong Lai Jialong Wu Zhenglin Wang Deyu Zhou 55 0 0 02 Jun 2025
Incentivizing LLMs to Self-Verify Their Answers Fuxiang Zhang Jiacheng Xu Chaojie Wang Ce Cui Yang Liu Bo An ReLM LRM 59 0 0 02 Jun 2025
GeoLocSFT: Efficient Visual Geolocation via Supervised Fine-Tuning of Multimodal Foundation Models Qiang Yi Lianlei Shan 55 0 0 02 Jun 2025
Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages Yongdong chi Hanqing Wang Zonghan Yang Jian Yang Xiao Yan Yun-Nung Chen Guanhua Chen 39 0 0 01 Jun 2025
KG-TRACES: Enhancing Large Language Models with Knowledge Graph-constrained Trajectory Reasoning and Attribution Supervision Rong Wu Pinlong Cai Jianbiao Mei Licheng Wen T. Hu X. J. Yang Daocheng Fu Botian Shi LRM 45 0 0 01 Jun 2025
GuessBench: Sensemaking Multimodal Creativity in the Wild Zifeng Zhu Shangbin Feng Herun Wan Ningnan Wang Minnan Luo Yulia Tsvetkov MLLM CoGe VLM 82 0 0 01 Jun 2025
MIRROR: Cognitive Inner Monologue Between Conversational Turns for Persistent Reflection and Reasoning in Conversational LLMs Nicole Hsing LRM 32 0 0 31 May 2025
SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL Ge Qu Jinyang Li Bowen Qin Xiaolong Li Nan Huo Chenhao Ma Reynold Cheng 25 0 0 31 May 2025
TreeRare: Syntax Tree-Guided Retrieval and Reasoning for Knowledge-Intensive Question Answering Boyi Zhang Zhuo Liu Hangfeng He LRM 27 0 0 31 May 2025
CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention Yuxi Sun Aoqi Zuo Wei Gao Jing Ma 42 0 0 31 May 2025
Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research Qianqian Zhang Jiajia Liao Heting Ying Yibo Ma Haozhan Shen ... Lu Zhang Chunxin Fang Kyusong Lee Ruochen Xu Tiancheng Zhao LLMAG LM&Ro AI4CE 29 0 0 30 May 2025
An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring Sana Ebrahimi Mohsen Dehghankar Abolfazl Asudeh 41 0 0 30 May 2025
Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling Xinglin Wang Yiwei Li Shaoxiong Feng Peiwen Yuan Y. Zhang Jiayi Shi Chuyi Tan Boyuan Pan Yao Hu Kan Li LRM 25 0 0 30 May 2025
Beyond Exponential Decay: Rethinking Error Accumulation in Large Language Models Mikhail L. Arbuzov Alexey A. Shvets Sisong Beir 36 0 0 30 May 2025
Benchmarking Foundation Models for Zero-Shot Biometric Tasks Redwan Sony Parisa Farmanifard Hamzeh Alzwairy Nitish Shukla Arun Ross CVBM VLM 58 0 0 30 May 2025
Semi-structured LLM Reasoners Can Be Rigorously Audited Jixuan Leng Cassandra A. Cohen Zhixian Zhang Chenyan Xiong William W. Cohen LRM 35 0 0 30 May 2025
SiLVR: A Simple Language-based Video Reasoning Framework Ce Zhang Yan-Bo Lin Ziyang Wang Mohit Bansal Gedas Bertasius LRM 25 0 0 30 May 2025
Towards Scalable Schema Mapping using Large Language Models Christopher Buss Mahdis Safari Arash Termehchy Stefan Lee David Maier 30 0 0 30 May 2025
RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Zhentao Xie Chengcheng Han Jinxin Shi Wenjun Cui Xin Zhao Xingjiao Wu Jiabao Zhao 51 0 0 30 May 2025
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems Xu Shen Yixin Liu Yiwei Dai Yili Wang Rui Miao Yue Tan Shirui Pan Xin Wang 56 0 0 29 May 2025
Continuous Chain of Thought Enables Parallel Exploration and Reasoning Halil Alperen Gozeten M. E. Ildiz Xuechen Zhang Hrayr Harutyunyan A. S. Rawat Samet Oymak LRM 69 0 0 29 May 2025