Papers
LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs
Junlong Jia, Xing Wu, Chaochen Gao et al.
AutoTool: Efficient Tool Selection for Large Language Model Agents
Jingyi Jia, Qinbin Li
Do Language Models Associate Sound with Meaning? A Multimodal Study of Sound Symbolism
Jinhong Jeong, Sunghyun Lee, Jaeyoung Lee et al.
BiCycle: Group-wise Recursive Transformer Based on ASR Mechanism
Min Ho Jang, Eun Seo Seo, Jin Young Kim et al.
Mem-PAL: Towards Memory-based Personalized Dialogue Assistants for Long-term User-Agent Interaction
Zhaopei Huang, Qifeng Dai, Guozheng Wu et al.
SPA: Achieving Consensus in LLM Alignment via Self-Priority Optimization
Yue Huang, Xiangqi Wang, Xiangliang Zhang
Hybrid Routing for a Mixture of LoRA Experts
Yitong Huang, Ziqi Yang, Zihui Wang et al.
Relink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG
Manzong Huang, Chenyang Bu, Yi He et al.
QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression
Lei Huang, Rui Zhang, Jiaming Guo et al.
Whispering Agents: A Event-Driven Covert Communication Protocol for the Internet of Agents
Kaibo Huang, Yukun Wei, WanshengWu et al.
Efficient Reasoning for Large Reasoning Language Models via Certainty-Guided Reflection Suppression
Jiameng Huang, Baijiong Lin, Guhao Feng et al.
EMODIS: A Benchmark for Context-Dependent Emoji Disambiguation in Large Language Models
Jiacheng Huang, Ning Yu, Xiaoyin Yi
Think-J: Learning to Think for Generative LLM-as-a-Judge
Hui Huang, Yancheng He, Hongli Zhou et al.
Long-form RewardBench: Evaluating Reward Models for Long-form Generation
Hui Huang, Yancheng He, Wei Liu et al.
A Reasoning Paradigm for Named Entity Recognition
Hui Huang, Yanping Chen, Ruizhang Huang et al.
RoSE: A Role Correlation Structure-Enhanced Model for Multi-Event Argument Extraction
Geting Huang, Jilong Zhang, Kai Zhou et al.
HAPO: Training Language Models to Reason Concisely via History-Aware Policy Optimization
Chengyu Huang, Zhengxin Zhang, Claire Cardie
Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm
Baixiang Huang, Zhen Tan, Haoran Wang et al.
Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score
Zhanghao Hu, Qinglin Zhu, Siya Qi et al.
Iterative Multi-Granular RAG with Contextual Hierarchical Graph
Yanli Hu, Teng Liu, Zhuangyi Zhou et al.
SAR: A Structure-Aligned Reasoning Framework for Temporal Knowledge Graph Question Answering
Qianyi Hu, Jiaxue Liu, Xinhui Tu et al.
On the Evaluation of Capability Estimation Methods for Large Language Models
Qiang Hu, Jin Wen, Yao Zhang et al.
TaxReasoning: Benchmarking Knowledge-Intensive Mathematical Reasoning with Evolving Tax Laws
Nan Hu, Yike Wu, Jiaye Li et al.
DUP: Detection-guided Unlearning for Backdoor Purification in Language Models
Man Hu, Yahui Ding, Yatao Yang et al.