Papers
Pruning the Paradox: How CLIP’s Most Informative Heads Enhance Performance While Amplifying Bias
Avinash Madasu, Vasudev Lal, Phillip Howard
DASA-Trans-STM: Adaptive Efficient Transformer for Short Text Matching using Data Augmentation and Semantic Awareness
Jiguo Liu, Chao Liu, Meimei Li et al.
COLA: Collaborative Multi-Agent Framework with Dynamic Task Scheduling for GUI Automation
Di Zhao, Longhui Ma, Siwei Wang et al.
ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering
Jingxuan Wei, Nan Xu, Junnan Zhu et al.
LegalSearchLM: Rethinking Legal Case Retrieval as Legal Elements Generation
Chaeeun Kim, Jinu Lee, Wonseok Hwang
Synergizing Multimodal Temporal Knowledge Graphs and Large Language Models for Social Relation Recognition
Haorui Wang, Zheng Wang, Yuxuan Zhang et al.
RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis
Jianwei Wang, Chengming Shi, Junyao Yang et al.
DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling
Hao Sun, Zile Qiao, Bo Wang et al.
Chain-of-Talkers (CoTalk): Fast Human Annotation of Dense Image Captions
Yijun Shen, Delong Chen, Fan Liu et al.
Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills
Changsheng Wang, Chongyu Fan, Yihua Zhang et al.
In-Context Learning Boosts Speech Recognition via Human-like Adaptation to Speakers and Language Varieties
Nathan Roll, Calbert Graham, Yuka Tatsumi et al.
SolEval: Benchmarking Large Language Models for Repository-level Solidity Smart Contract Generation
Zhiyuan Peng, Xin Yin, Rui Qian et al.
ReMedy: Learning Machine Translation Evaluation from Human Preferences with Reward Modeling
Shaomu Tan, Christof Monz
Training LLMs to be Better Text Embedders through Bidirectional Reconstruction
Chang Su, Dengliang Shi, Siyuan Huang et al.
DIDS: Domain Impact-aware Data Sampling for Large Language Model Training
Weijie Shi, Jipeng Zhang, Yaguang Wu et al.
BannerAgency: Advertising Banner Design with Multimodal LLM Agents
Heng Wang, Yotaro Shimose, Shingo Takamatsu
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective
Siyue Zhang, Yilun Zhao, Liyuan Geng et al.
BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism
Qinzhuo Wu, Pengzhi Gao, Wei Liu et al.
FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain
Suifeng Zhao, Zhuoran Jin, Sujian Li et al.
Superpose Task-specific Features for Model Merging
Haiquan Qiu, You Wu, Dong Li et al.
UNComp: Can Matrix Entropy Uncover Sparsity? — A Compressor Design from an Uncertainty-Aware Perspective
Jing Xiong, Jianghan Shen, Fanghua Ye et al.
Mitigating Biases in Language Models via Bias Unlearning
Dianqing Liu, Yi Liu, Guoqing Jin et al.
Task-aware Contrastive Mixture of Experts for Quadruple Extraction in Conversations with Code-like Replies and Non-opinion Detection
Chenyuan He, Yuxiang Jia, Fei Gao et al.
Exploring the Impact of Personality Traits on LLM Bias and Toxicity
Shuo Wang, Renhao Li, Xi Chen et al.
Multimedia Event Extraction with LLM Knowledge Editing
Jiaao Yu, Yijing Lin, Zhipeng Gao et al.