Papers
Incorporating Temporal Coherence to Cross-Document Event Coreference Resolution
Xinyu Chen, Peifeng Li, Qiaoming Zhu
Location Not Found: Exposing Implicit Local and Global Biases in Multilingual LLMs
Guy Mor-Lan, Omer Goldman, Matan Eyal et al.
QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization
Changxin Ke, Rui Zhang, Jiaming Guo et al.
LaCo: Layer-wise Compensation for Pruned Large Language Models
Yingen Liu, Fan Wu, Panxuyan et al.
On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference
Zhengyi Li, Yakai Wang, Jingwen Leng et al.
Systematicity between Forms and Meanings across Languages Supports Efficient Communication
Doreen Osmelak, Yang Xu, Michael Hahn et al.
Why Are We Moral? An LLM-based Agent Simulation Approach to the Study of Moral Evolution
Zhou Ziheng, Huacong Tang, Mingjie Bi et al.
Exploring and Distilling Multi-Dimensional Clues for Interpretable Social Bot Detection
Yi Han, Haiqi Lu, Lizi Liao et al.
What If Consensus Lies? Selective-Complementary Reinforcement Learning at Test Time
Dong Yan, Jian Liang, Yanbo Wang et al.
Beyond Static Persona Consistency: Dynamic Persona Coherence in LLM Role-Playing
Yirui QI, Xiaoming Zhang, Ruilin Zeng et al.
Don’t Act Blindly: Robust GUI Automation via Action-Effect Verification and Self-Correction
Yuzhe Zhang, Xianwei Xue, Xingyong Wu et al.
N-GLARE: An Non-Generative Latent Representation-Efficient LLM Safety Evaluator
Zheyu Lin, Jirui Yang, Yukui Qiu et al.
SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding
Shuang Cheng, Yuhua Jiang, Zineng Zhou et al.
It’s High Time: A Survey of Temporal Question Answering
Bhawna Piryani, Abdelrahman Abdallah, Jamshid Mozafari et al.
AEA: Adaptive Expert Allocation Improves Sentence Embeddings from Mixture-of-Experts LLM
Shufan Yang, Zifeng Cheng, Zhiwei Jiang et al.
Think Faster Than Words: Efficient LLM Chain-of-Thought Reasoning via Dynamic Shortcut Decoding
Fan Liu, Yanhao Wang, Min Zhang et al.
Learn Like Humans: Use Meta-cognitive Reflection for Efficient Self-Improvement
Xinmeng Hou, Bohao Qu, Wuqi Wang et al.
From Knowing to Teaching: Scaffolding Pedagogical Decisions for LLM Agent
Yucheng Wang, Shen Yang, Jifan Yu et al.
Latent Attention Denoising: A Training-Free Energy-Based Framework for Mitigating Hallucinations in Vision-Language Models
Zhiwen Luo, Siyu Jiang, Weilong Jiang et al.
EIFFEL: a novel benchmark to measure bias of English heavy training on French idiomatic expressions
Charlotte Noel, Nicholas Asher, Olivier Gouvert et al.
SpidR-Adapt: A Universal Speech Representation Model for Few-Shot Adaptation
Mahi Luthra, Jiayi Shen, Maxime Poli et al.
GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment
Jiwei Tang, Zhicheng Zhang, Shunlong Wu et al.
FactVerse: A Benchmark for Factual Consistency in Interleaved Image–Text Generation
Yubo Shan, Kun Zhang, Qiming Xu et al.
LGSA: Label Geometry Structuring and Aligning for Hierarchical Text Classification
Shuai Zhang, Weibo Xu, Jiahao Nie et al.
CURE: Critique-Driven Unified Reinforcement Learning for Test-Time Self-Improvement
Guirong Chen, Shuqi Ye, Wenkai Yang et al.