Papers
Answer Convergence as a Signal for Early Stopping in Reasoning
Xin Liu, Lu Wang
COAS2W: A Chinese Older-Adults Spoken-to-Written Transformation Corpus with Context Awareness
Chun Kang, Zhigu Qian, Zhen Fu et al.
Retrieval-augmented GUI Agents with Generative Guidelines
Ran Xu, Kaixin Ma, Wenhao Yu et al.
Phi: Preference Hijacking in Multi-modal Large Language Models at Inference Time
Yifan Lan, Yuanpu Cao, Weitong Zhang et al.
BANMIME : Misogyny Detection with Metaphor Explanation on Bangla Memes
Md Ayon Mia, Akm Moshiur Rahman Mazumder, Khadiza Sultana Sayma et al.
ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models
Jiani Guo, Zuchao Li, Jie Wu et al.
Alignment for Efficient Tool Calling of Large Language Models
Hongshen Xu, Zihan Wang, Zichen Zhu et al.
ViPE: Visual Perception in Parameter Space for Efficient Video-Language Understanding
Shichen Lu, Tongtian Yue, Longteng Guo et al.
Mapping the Minds of LLMs: A Graph-Based Analysis of Reasoning LLMs
Zhen Xiong, Yujun Cai, Zhecheng Li et al.
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
Tianshi Zheng, Zheye Deng, Hong Ting Tsang et al.
EasyRec: Simple yet Effective Language Models for Recommendation
Xubin Ren, Chao Huang
DocAgent: An Agentic Framework for Multi-Modal Long-Context Document Understanding
Li Sun, Liu He, Shuyue Jia et al.
Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent
Xingzuo Li, Kehai Chen, Yunfei Long et al.
MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models
Zixin Chen, Hongzhan Lin, Kaixin Li et al.
Temporal Referential Consistency: Do LLMs Favor Sequences Over Absolute Time References?
Ashutosh Bajpai, Tanmoy Chakraborty
Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval
Pranjal A Chitale, Bishal Santra, Yashoteja Prabhu et al.
Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models
Zhipeng Chen, Kun Zhou, Liang Song et al.
CLLMate: A Multimodal Benchmark for Weather and Climate Events Forecasting
Haobo Li, Zhaowei Wang, Jiachen Wang et al.
Position: LLMs Can be Good Tutors in English Education
Jingheng Ye, Shen Wang, Deqing Zou et al.
Structured Preference Optimization for Vision-Language Long-Horizon Task Planning
Xiwen Liang, Min Lin, Weiqi Ruan et al.
SAFE: Schema-Driven Approximate Distance Join for Efficient Knowledge Graph Querying
Sangoh Lee, Sungho Park, Wook-Shin Han
MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning
Jingyan Shen, Jiarui Yao, Rui Yang et al.
LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages
Alham Fikri Aji, Trevor Cohn
V-SEAM: Visual Semantic Editing and Attention Modulating for Causal Interpretability of Vision-Language Models
Qidong Wang, Junjie Hu, Ming Jiang