Papers
Quantifying Metric and Model Agreement in Bias Evaluation of Large Language Models
Arash Asgari, Huan Wu, Amirreza Naziri et al.
In-Context Representation Hijacking
Itay Yona, Amir Sarid, Michael Karasik et al.
Analyzing and Internalizing Complex Policy Documents for LLM Agents
Jiateng Liu, Zhenhailong Wang, Xiaojiang Huang et al.
Mind the Gap in Cultural Alignment: Task-Aware Culture Management for Large Language Models
Binchi Zhang, Xujiang Zhao, Jundong Li et al.
GS-Quant: Granular Semantic and Generative Structural Quantization for Knowledge Graph Completion
Qizhuo Xie, Yunhui Liu, Yu Xing et al.
Decoupling Task-Solving and Output Formatting in LLM Generation
Haikang Deng, Po-Nien Kung, Nanyun Peng
PubMed Reasoner: Dynamic Reasoning-based Retrieval for Evidence-Grounded Biomedical Question Answering
Yiqing Zhang, Xiaozhong Liu, Fabricio Murai
When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors
Yuqing Yang, Qi Zhu, Zhen Han et al.
Student Guides Teacher: Weak-to-Strong Inference via Spectral Orthogonal Exploration
Dayu Wang, Jiaye Yang, Weikang Li et al.
LOKA: Conflict-Aware LLM Knowledge Update with Adaptive Knowledge Memory
Binchi Zhang, Zhengzhang Chen, Zaiyi Zheng et al.
Check Your Work: Structured Checklist Feedback for Improving Large Language Models
Jonathan Cook, Tim Rocktäschel, Jakob Nicolaus Foerster et al.
Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context
Yilun Zhu, Yuan Zhuang, Nikhita Vedula et al.
TabEmb: Joint Semantic-Structure Embedding for Table Annotation
Ehsan Hoseinzade, Ke Wang, Anandharaju Durai Raju
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets
Lei Hsiung, Tianyu Pang, Yung-Chen Tang et al.
ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios
António Loison, Quentin Macé, Antoine Edy et al.
Evolving Agents
Leonardo Ranaldi
Text-Attributed Knowledge Graph Enrichment with Large Language Models for Medical Concept Representation
Mohsen Nayebi Kerdabadi, Arya Hadizadeh Moghaddam, Chen Chen et al.
Label and Explanation Variation in LLM-Based Annotation: a Case Study in Natural Language Inference
Artur Kulmizev, Erika Lombart, Patrick Watrin et al.
CoAct: Co-Active LLM Preference Learning with Human-AI Synergy
Ruiyao Xu, Mihir Parmar, Tiankai Yang et al.
emg2speech: synthesizing speech from electromyography using self-supervised speech models
Harshavardhana T Gowda, Daniel C Comstock, Lee M. Miller
APEX-MEM: Agentic Semi-Structured Memory with Temporal Reasoning for Long-Term Conversational AI
Pratyay Banerjee, Masud Moshtaghi, Shivashankar Subramanian et al.
Domain Generalizable AI Guardrails with Augmented Policy Training
Minqian Liu, Ioana Baldini, David Rabinowitz et al.
AlignUSER: Human-Aligned LLM Agents via World Models for Recommender System Evaluation
Nicolas Bougie, Gian Maria Marconi, Xiaotong Ye et al.
Narrative License and Model Sycophancy in LLM Summaries of Scientific Work
Calvin Isch, Grace Jennings
RExBench: Can coding agents autonomously implement AI research extensions?
Nicholas Edwards, Yukyung Lee, Yujun Audrey Mao et al.