Papers
Distributional Surgery for Language Model Activations
Bao Nguyen, Binh Nguyen, Duy Nguyen et al.
Enhancing Recommendation Explanations through User-Centric Refinement
Jingsen Zhang, Zihang Tian, Xueyang Feng et al.
Rethinking DPO: The Role of Rejected Responses in Preference Misalignment
Jae Hyeon Cho, JunHyeok Oh, Myunsoo Kim et al.
VLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training
Zhanpeng Chen, Chengjin Xu, Yiyan Qi et al.
A Group Fairness Lens for Large Language Models
Guanqun Bi, Yuqiang Xie, Lei Shen et al.
cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree
Yilin Zhang, Xinran Zhao, Zora Zhiruo Wang et al.
More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression
Jiebin Zhang, Dawei Zhu, Yifan Song et al.
GDLLM: A Global Distance-aware Modeling Approach Based on Large Language Models for Event Temporal Relation Extraction
Jie Zhao, Wanting Ning, Yuxiao Fei et al.
ASD-iLLM:An Intervention Large Language Model for Autistic Children based on Real Clinical Dialogue Intervention Dataset
Shuzhong Lai, Chenxi Li, Junhong Lai et al.
DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs
Xiabin Zhou, Wenbin Wang, Minyan Zeng et al.
Enhancing SQL Table Acquisition with Reverse Engineering for Text-to-SQL
Shixin Liu, Haoyu Xu, Yu Hong
InteractSpeech: A Speech Dialogue Interaction Corpus for Spoken Dialogue Model
Yifu Chen, Shengpeng Ji, Ziqing Wang et al.
Nine Ways to Break Copyright Law and Why Our LLM Won’t: A Fair Use Aligned Generation Framework
Aakash Sen Sharma, Debdeep Sanyal, Priyansh Srivastava et al.
COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing
Rajvee Sheth, Himanshu Beniwal, Mayank Singh
REAR: Reinforced Reasoning Optimization for Event Argument Extraction with Relation-Aware Support
Jianwen Luo, Yu Hong, Shuai Yang et al.
Enhancing Attributed Question Answering using Tailored Progressive Curriculum Learning
Yuhan Chen, Bowei Zou, Yifan Fan et al.
Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation
Sheng Liang, Hang Lv, Zhihao Wen et al.
Token Knowledge: A New Perspective For Knowledge in Large Language Models
Jieyong Wang, Chunyao Song, Tingjian Ge
ZEBRA: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction
Jeesu Jung, Chanjun Park, Sangkeun Jung
LLMAP: LLM-Assisted Multi-Objective Route Planning with User Preferences
Liangqi Yuan, Dong-Jun Han, Christopher Brinton et al.
Leveraging 3D Gaussian for Temporal Knowledge Graph Embedding
Jiang Li, Xiangdong Su, Guanglai Gao
GeoDANO: Geometric VLM with Domain Agnostic Vision Encoder
Seunghyuk Cho, Zhenyue Qin, Yang Liu et al.
Towards Efficient CoT Distillation: Self-Guided Rationale Selector for Better Performance with Fewer Rationales
JianZhi Yan, Le Liu, Youcheng Pan et al.
Scale Down to Speed Up: Dynamic Data Selection for Reinforcement Learning
Zhuoyue Chen, Jihai Zhang, Ben Liu et al.
Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents
Pengzhou Cheng, Haowen Hu, Zheng Wu et al.