Papers
EDGE: Efficient Data Selection for LLM Agents via Guideline Effectiveness
Yunxiao Zhang, Guanming Xiong, Haochen Li et al.
Token-Level Accept or Reject: A Micro Alignment Approach for Large Language Models
Yang Zhang, Yu Yu, Bo Tang et al.
DGCPL: Dual Graph Distillation for Concept Prerequisite Relation Learning
Miao Zhang, Jiawei Wang, Jinying Han et al.
Detecting Hallucination in Large Language Models Through Deep Internal Representation Analysis
Luan Zhang, Dandan Song, Zhijing Wu et al.
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning
Jia Zhang, Chen-Xi Zhang, Yao Liu et al.
WenyanGPT: A Large Language Model for Classical Chinese Tasks
Xinyu Yao, Mengdi Wang, Bo Chen et al.
Beyond Fixed Length: Bucket Pre-training is All You Need
Qing Yang, Qiyao Peng, Hongtao Liu et al.
Can We Verify Step by Step for Incorrect Answer Detection?
Xin Xu, Shizhe Diao, Can Yang et al.
ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction
Huangming Xu, Fu Zhang, Jingwei Cheng et al.
Unveiling Maternity and Infant Care Conversations: A Chinese Dialogue Dataset for Enhanced Parenting Support
Bo Xu, Liangzhi Li, Junlong Wang et al.
SetKE: Knowledge Editing for Knowledge Elements Overlap
Yifan Wei, Xiaoyan Yu, Ran Song et al.
Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework
Xiao Wei, Xiaobao Wang, Ning Zhuang et al.
MPPQ: Enhancing Post-Training Quantization for LLMs via Mixed Supervision, Proxy Rounding, and Pre-Searching
Mingrun Wei, Yeyu Yan, Dong Wang
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance
Yufeng Wang, Jinwu Hu, Ziteng Huang et al.
Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration
Peng Wang, Shuo Li, Ruoxi Zhou et al.
DFMU: Distribution-based Framework for Modeling Aleatoric Uncertainty in Multimodal Sentiment Analysis
Chen Tang, Tingrui Shen, Xinrong Gong et al.
Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis
Dominic Simon, Rickard Ewetz
R2DQG: A Quality Meets Diversity Framework for Question Generation over Knowledge Bases
Yimeng Ren, Yanhua Yu, Lizi Liao et al.
T-T: Table Transformer for Tagging-based Aspect Sentiment Triplet Extraction
Kun Peng, Chaodong Tong, Cong Cao et al.
Accurate Sublayer Pruning for Large Language Models by Exploiting Latency and Tunability Information
Seungcheol Park, Sojin Lee, Jongjin Kim et al.
SepALM: Audio Language Models Are Error Correctors for Robust Speech Separation
Zhaoxi Mu, Xinyu Yang, Gang Wang
Contamination Budget: Trade-offs Between Breadth, Depth and Difficulty
Behzad Mehrbakhsh, Fernando Martínez-Plumed, José Hernández-Orallo
KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities
Chengcheng Mai, Yuxiang Wang, Ziyu Gong et al.
Multimodal Knowledge Retrieval-Augmented Iterative Alignment for Satellite Commonsense Conversation
Qian Li, Xuchen Li, Zongyu Chang et al.