Papers
A11y-Compressor: A Framework for Enhancing the Efficiency of GUI Agent Observations through Visual Context Reconstruction and Redundancy Reduction
Michito Takeshita, Takuro Kawada, Takumi Ohashi et al.
AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage Margin
Jian Xiong, Jingbo Zhou, Jingyong Ye et al.
A BERTology View of LLM Orchestrations: Token- and Layer-Selective Probes for Efficient Single-Pass Classification
Gonzalo Ariel Meyoyan, Luciano Del Corro
ACBQ: Adaptive Cross-Block Quantization of Large Language Models
Hailing Wang, Jianglin Lu, Yitian Zhang et al.
Accommodation and Epistemic Vigilance: A Pragmatic Account of Why LLMs Fail to Challenge Harmful Beliefs
Myra Cheng, Robert D. Hawkins, Dan Jurafsky
Accurate Legal Reasoning at Scale: Neuro-Symbolic Offloading and Structural Auditability for Robust Legal Adjudication
Stanisław Sójka, Witold Kowalczyk
ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web
Zhiyuan Yao, Zishan Xu, Yifu Guo et al.
Achieving Multi-Hop Calculation and Safe Abstention in Financial Numerical Reasoning by Metric Graph Constrained LLMs
Aoyuan Jiang, Liang Hong, Haoxuan Liu et al.
ACIArena: Toward Unified Evaluation for Agent Cascading Injection
Hengyu An, Minxi Li, Jinghuai Zhang et al.
A Comprehensive Survey of Process Reward Models: Data Generation, Model Construction, and Usage
Congmin Zheng, Jiachen Zhu, Zhuoying Ou et al.
ACRM: Multi-Agent Trajectory Learning for Automated Credit Risk Model Refreshing in Production
Liangzu Liu, Mengzhe Ruan, Xiaotian Chen et al.
Act-Adaptive Margin: Dynamically Calibrating Reward Models for Subjective Ambiguity
Feiteng Fang, Dingwei Chen, Xiang Huang et al.
Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering
Songtao Jiang, Yuan Wang, Ruizhe Chen et al.
Actionable Interpretability for Churn Classification: A Text Bottleneck Model Case Study at a Major Telecom Provider
Adrian Sauter, Vera Neplenbroek, Georgios Vlassopoulos et al.
Action Boundary Blindness: When LLM Agents Cannot Tell Where One Action Ends and Another Begins
Zhangyi Wang, Bingnan Yu, Jiexiang Xu et al.
Activation Decomposition and Steering for LLM Backdoor Remediation
Lingfeng Zhong, Qiongkai Xu, Usman Naseem
Activation-Guided Local Editing for Jailbreaking Attacks
Jiecong Wang, Haoran Li, Hao Peng et al.
AdabNER: Arabic Digital Archive Books with Nested Entity Recognition
Aya Mourad, Mustafa Jarrar
AdaDPI: Document-level Translation Adaptive Agent via Dynamic Parametric Internalization
Hong Ren, Liting Deng, Shaolin Zhu et al.
AdaFuse: Adaptive Ensemble Decoding for Large Language Models
Chengming Cui, Tianxin Wei, Ziyi Chen et al.
AdaJudge: Adaptive Multi-Perspective Judging for Reward Modeling
Yongliang Miao, Yangyang Liang, Mengnan Du
AdaMix: Adaptive Mixing for Short and Long Reasoning Adapters
Hao Luo, Xiao Yan, Xinyan Li et al.
Adam’s Law: Textual Frequency Law on Large Language Models
Hongyuan Lu, Zixuan Li, Zefan Zhang et al.
AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse
Jie Ou, Jinyu Guo, Shiyao Guo et al.