Papers
An Empirical Study of Collective Behaviors and Social Dynamics in Large Language Model Agents
Farnoosh Hashemi, Michael Macy
Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs
Aditya Sanjiv Kanade, Tanuja Ganu
VietMix: A Naturally-Occurring Parallel Corpus and Augmentation Framework for Vietnamese-English Code-Mixed Machine Translation
Hieu Tran, Phuong-Anh Nguyen-Le, Huy Nghiem et al.
Beyond Understanding: Evaluating the Pragmatic Gap in LLMs’ Cultural Processing of Figurative Language
Mena Attia, Aashiq Muhamed, Mai Alkhamissi et al.
User-Centric Evidence Ranking for Attribution and Fact Verification
Guy Alt, Eran Hirsch, Serwar Basch et al.
Agent-Testing Agent: A Meta-Agent for Automated Testing and Evaluation of Conversational AI Agents
Sameer Komoravolu, Khalil Mrini
A Reinforcement Learning Framework for Robust and Secure LLM Watermarking
Li An, Yujian Liu, Yepeng Liu et al.
DivMerge: A divergence-based model merging method for multi-tasking
Brahim Touayouch, Loïc Fosse, Géraldine Damnati et al.
Incentivizing Strong Reasoning from Weak Supervision
Yige Yuan, Teng Xiao, Shuchang Tao et al.
SCENEBench: An Audio Understanding Benchmark Grounded in Assistive and Industrial Use Cases
Laya Iyer, Angelina Wang, Sanmi Koyejo
Evidential Semantic Entropy for LLM Uncertainty Quantification
Lucie Kunitomo-Jacquin, Edison Marrese-Taylor, Ken Fukuda et al.
Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory
Mirac Suzgun, Mert Yuksekgonul, Federico Bianchi et al.
DeepInsert: Early Layer Bypass for Efficient and Performant Multimodal Understanding
Moulik Choraria, Xinbo Wu, Akhil Bhimaraju et al.
BLUR: A Bi-Level Optimization Approach for LLM Unlearning
Hadi Reisizadeh, Jinghan Jia, Zhiqi Bu et al.
Revisiting Generalization Across Difficulty Levels: It’s Not So Easy
Yeganeh Kordi, Nihal V. Nayak, Max Zuo et al.
H3Fusion: Helpful, Harmless, Honest Fusion of Aligned LLMs
Selim Furkan Tekin, Fatih Ilhan, Sihao Hu et al.
Hype or not? Formalizing Automatic Promotional Language Detection in Biomedical Research
Bojan Batalo, Erica K. Shimomoto, Dipesh Satav et al.
Rethinking Hallucinations: Correctness, Consistency, and Prompt Multiplicity
Prakhar Ganesh, Reza Shokri, Golnoosh Farnadi
Safeguarding Language Models via Self-Destruct Trapdoor
Shahar Katz, Bar Alon, Ariel Shaulov et al.
AICD Bench: A Challenging Benchmark for AI-Generated Code Detection
Daniil Orel, Dilshod Azizov, Indraneil Paul et al.
Sycophancy Hides Linearly in the Attention Heads
Rifo Ahmad Genadi, Munachiso Samuel Nwadike, Nurdaulet Mukhituly et al.
Do Images Speak Louder than Words? Investigating the Effect of Textual Misinformation in VLMs
Chi Zhang, Wenxuan Ding, Jiale Liu et al.
Query Decomposition for RAG: Balancing Exploration-Exploitation
Roxana Petcu, Kenton Murray, Daniel Khashabi et al.
RefusalBench: Generative Evaluation of Selective Refusal in Grounded Language Models
Aashiq Muhamed, Leonardo F. R. Ribeiro, Markus Dreyer et al.
Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact
Hyunji Lee, Seunghyun Yoon, Yunjae Won et al.