Papers
Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach
Ruizhe Li, Chiwei Zhu, Benfeng Xu et al.
A Systematic Survey of Claim Verification: Corpora, Systems, and Case Studies
Zhaxi Zerong, Chenxi Li, Xinyi Liu et al.
Think Clearly: Improving Reasoning via Redundant Token Pruning
Daewon Choi, Jimin Lee, Jihoon Tack et al.
LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture
Xidong Wang, Dingjie Song, Shunian Chen et al.
Mamba Drafters for Speculative Decoding
Daewon Choi, Seunghyuk Oh, Saket Dingliwal et al.
A Decoupled Multi-Agent Framework for Complex Text Style Transfer
Lingxi Zhang, Yu-Neng Chuang, Guanchu Wang et al.
SLM-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts
Nghiem Thanh Pham, Tung Kieu, Duc Manh Nguyen et al.
PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents
Namyoung Kim, Kai Tzu-iunn Ong, Yeonjun Hwang et al.
LORE: Continual Logit Rewriting Fosters Faithful Generation
Charles Yu, Qingyun Wang, Yuting Hu et al.
Retrieval-Augmented Language Models are Mimetic Theorem Provers
Wenjie Yang, Ruiyuan Huang, Jiaxing Guo et al.
Visual Self-Refinement for Autoregressive Models
Jiamian Wang, Ziqi Zhou, Chaithanya Kumar Mummadi et al.
How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation
Zhuohan Long, Siyuan Wang, Shujun Liu et al.
Can LLMs Judge Debates? Evaluating Non-Linear Reasoning via Argumentation Theory Semantics
Reza Sanayei, Srdjan Vesic, Eduardo Blanco et al.
HEAL: An Empirical Study on Hallucinations in Embodied Agents Driven by Large Language Models
Trishna Chakraborty, Udita Ghosh, Xiaopan Zhang et al.
A Category-Theoretic Approach to Neural-Symbolic Task Planning with Bidirectional Search
Shuhui Qu, Jie Wang, Kincho Law
CLIP-UP: A Simple and Efficient Mixture-of-Experts CLIP Training Recipe with Sparse Upcycling
Xinze Wang, Chen Chen, Yinfei Yang et al.
SOPL: A Sequential Optimal Learning Approach to Automated Prompt Engineering in Large Language Models
Shuyang Wang, Somayeh Moazeni, Diego Klabjan
Rule-Guided Extraction: A Hierarchical Rule Optimization Framework for Document-Level Event Argument Extraction
Yue Zuo, Yuxiao Fei, Wanting Ning et al.
False Friends Are Not Foes: Investigating Vocabulary Overlap in Multilingual Language Models
Julie Kallini, Dan Jurafsky, Christopher Potts et al.
Humanity’s Last Code Exam: Can Advanced LLMs Conquer Human’s Hardest Code Competition?
Xiangyang Li, Xiaopeng Li, Kuicai Dong et al.
Controlled Retrieval-augmented Context Evaluation for Long-form RAG
Jia-Huei Ju, Suzan Verberne, Maarten de Rijke et al.
Beyond Self-Reports: Multi-Observer Agents for Personality Assessment in Large Language Models
Yin Jou Huang, Rafik Hadfi
PEPE: Long-context Extension for Large Language Models via Periodic Extrapolation Positional Encodings
Jikun Hu, Dongsheng Guo, Yuli Liu et al.
Watermark under Fire: A Robustness Evaluation of LLM Watermarking
Jiacheng Liang, Zian Wang, Spencer Hong et al.
Beyond Function-Level Search: Repository-Aware Dual-Encoder Code Retrieval with Adversarial Verification
Aofan Liu, Song Shiyuan, Haoxuan Li et al.