Papers
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.
On Domain-Adaptive Post-Training for Multimodal Large Language Models
Daixuan Cheng, Shaohan Huang, Ziyu Zhu et al.
DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs
Xinyi Wang, Yiping Song, Chang Liu et al.
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use
Junjie Ye, Yilong Wu, Sixian Li et al.
InsBank: Evolving Instruction Subset for Ongoing Alignment
Jiayi Shi, Yiwei Li, Shaoxiong Feng et al.
Versatile Framework for Song Generation with Prompt-based Control
Yu Zhang, Wenxiang Guo, Changhao Pan et al.
LLMsPark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts
Junhao Chen, Jingbo Sun, Xiang Li et al.
ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning
Rui Lv, Qi Liu, Weibo Gao et al.