Papers
Beyond Detection: Evaluating Fallacy Awareness of LLMs in Interactive Scenarios
Conghui Niu, Ningxin Wu, Ziran Zhao et al.
RespiraMFM: A Multimodal Foundation Model with Contrastive Audio-Language Alignment for Respiratory Disease Identification
Shakhrul Iman Siam, Tiantian Feng, Jiankun Zhang et al.
CoreGaze: Core Subgraph-Driven Visual Gaze Diffusion for Training-Free Referring Multimodal Large Language Models
Xiaoyang Yi, Jing Chen, Yuru Bao et al.
VALU: A Benchmark for Video Anomaly Temporal Localization and Understanding at Multiple Semantic Levels
Yixiao He, Menghao Zhang, Haifeng Sun et al.
SPAGBias: Uncovering and Tracing Structured Spatial Gender Bias in Large Language Models
Binxian Su, Haoye Lou, Shucheng Zhu et al.
ReasonEmbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval
Jianlyu Chen, Junwei Lan, Chaofan Li et al.
EmoHarbor: Evaluating Personalized Emotional Support by Simulating the User’s Internal World
Jing Ye, Lu Xiang, Yaping Zhang et al.
Identifying the Periodicity of Information in Natural Language
Yulin OU, Yu Wang, Yang Xu et al.
Exploring Attention Attractors in Large Language Models
Ziheng Wang, Zihao Yue, Wenxuan Wang et al.
Focusing Condition: Inference-Time Self-Contrastive Steering Elicits Better Conditional Text Embeddings in LLMs
Zifeng Cheng, Lingyun Qian, Zhiwei Jiang et al.
A Game-Theoretica Negotiation Framework for Cross-Cultural Consensus
Guoxi Zhang, Jiawei Chen, Tianzhuo Yang et al.
Learn to Relax with Large Language Models: Solving Constraint Optimization Problems via Bidirectional Coevolution
Beidan Liu, Zhengqiu Zhu, Chen Gao et al.
XtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration
Nuo Chen, Andre Lin HuiKai, Jiaying Wu et al.
RoBSA: RoPE-based Blockwise Sparse Multi-head Latent Attention
Xinyu Shi, Kairong Luo, Zhen Zheng et al.
What Makes Good Instruction-Tuning Data? An In-Context Learning Perspective
Guangzeng Han, Xiaolei Huang
Anchored Sliding Window: Toward Robust and Imperceptible Linguistic Steganography
Ruiyi Yan, Shiao Meng, Yugo Murawaki
MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems
Shuhang Chen, Hangjie Yuan, Yunqiu Xu et al.
CAPC-CG: A Large-Scale, Expert-Directed LLM-Annotated Corpus of Adaptive Policy Communication in China
Bolun Sun, Charles Chang, Yuen Yuen Ang et al.
MemSearch-o1: Empowering Large Language Models with Reasoning-Aligned Memory Growth in Agentic Search
Sheng Zhang, Junyi Li, Yingyi Zhang et al.
Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark
Kai Zou, Ziqi Huang, Yuhao Dong et al.
Efficient Provably Secure Linguistic Steganography via Range Coding
Ruiyi Yan, Yugo Murawaki
NavA3: Understanding Any Instruction, Navigating Anywhere, Finding Anything
Lingfeng Zhang, Xiaoshuai Hao, Yingbo Tang et al.
DecIF: Improving Instruction-Following through Decomposition
Tingfeng Hui, Pengyu Zhu, Bowen Ping et al.
ReEx-SQL: Reasoning with Execution-Aware Reinforcement Learning for Text-to-SQL
Yaxun Dai, Wenxuan Xie, Xialie Zhuang et al.