Papers
FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models
Zahraa Al Sahili, Ioannis Patras, Matthew Purver
MedEBench: Diagnosing Reliability in Text-Guided Medical Image Editing
Minghao Liu, Zhitao He, Zhiyuan Fan et al.
R2A-TLS: Reflective Retrieval-Augmented Timeline Summarization with Causal-Semantic Integration
Chenlong Bao, Shijie Li, Minghao Hu et al.
Improving LLM Reasoning through Interpretable Role-Playing Steering
Anyi Wang, Dong Shu, Yifan Wang et al.
Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models
Weiyi Wu, Xinwen Xu, Chongyang Gao et al.
Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models
Ercong Nie, Helmut Schmid, Hinrich Schuetze
RACQC: Advanced Retrieval-Augmented Generation for Chinese Query Correction
Jinbo Su, Lingzhe Gao, Wei Li et al.
R-LoRA: Randomized Multi-Head LoRA for Efficient Multi-task Learning
Jinda Liu, Yi Chang, Yuan Wu
LoRA-MGPO: Mitigating Double Descent in Low-Rank Adaptation via Momentum-Guided Perturbation Optimization
Yupeng Chang, Chenlu Guo, Yi Chang et al.
MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering
Xuanliang Zhang, Dingzirui Wang, Keyan Xu et al.
Exploring Model Kinship for Merging Large Language Models
Yedi Hu, Yunzhi Yao, Ningyu Zhang et al.
LaMP-Val: Large Language Models Empower Personalized Valuation in Auction
Jie Sun, Tianyu Zhang, Houcheng Jiang et al.
Toolscaler: Scalable Generative Tool Calling via Structure-Aware Semantic Tokenization
Yunyue Su, Zhang Jinshuai, Bowen Fang et al.
Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems
Qianli Wang, Tatiana Anikina, Nils Feldhus et al.
ProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval
Yi Pan, Yujia Zhang, Michael Kampffmeyer et al.
Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research
Xiang Liu, Penglei Sun, Shuyan Chen et al.
Evaluation of Text-to-Image Generation from a Creativity Perspective
Xinhao Wang, Xinyu Ma, ShengYong Ding et al.
Audio-Aware Large Language Models as Judges for Speaking Styles
Cheng-Han Chiang, Xiaofei Wang, Chung-Ching Lin et al.
End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation
Zhiyuan Fan, Longfei Yun, Ming Yan et al.
VehicleWorld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction
Jie Yang, Jiajun Chen, Zhangyue Yin et al.
DAC: Decomposed Automation Correction for Text-to-SQL
Dingzirui Wang, Longxu Dou, Xuanliang Zhang et al.
sudoLLM: On Multi-role Alignment of Language Models
Soumadeep Saha, Akshay Chaturvedi, Joy Mahapatra et al.
Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework
Zhangyue Yin, YuHong Sun, Xuanjing Huang et al.
SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin
Hao Yi, Qingyang Li, Yulan Hu et al.
CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization
Jing Ye, Rui Wang, Yuchuan Wu et al.