Papers
LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction
Jusheng Zhang, Ningyuan Liu, Yijia Fan et al.
LLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit
Chengtao Lv, Bilang Zhang, Yang Yong et al.
LLM Collaboration with Multi-Agent Reinforcement Learning
Shuo Liu, Zeyu Liang, Xueguang Lyu et al.
LLM Collaborative Filtering: User-Item Graph as New Language
Huachi Zhou, Yujing Zhang, Hao Chen et al.
LLMdoctor: Token-Level Flow-Guided Preference Optimization for Efficient Test-Time Alignment of Large Language Models
Tiesunlong Shen, Rui Mao, Jin Wang et al.
LLM-Enabled Scientific Knowledge Diffusion Analysis
Uttam Rao, Madhav Marathe
LLM-Enhanced Energy Contrastive Learning for Out-of-Distribution Detection in Text-Attributed Graphs
Xiaoxu Ma, Dong Li, Minglai Shao et al.
LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models
Ming Zhang, Yujiong Shen, Jingyi Deng et al.
LLM-ForcedAligner: A Non-Autoregressive and Accurate LLM-Based Forced Aligner for Multilingual and Long-Form Speech
Bingshen Mu, Xian Shi, Xiong Wang et al.
LLM-Free Image Captioning Evaluation in Reference-Flexible Settings
Shinnosuke Hirano, Yuiga Wada, Kazuki Matsuda et al.
LLM-Generated Text May Harm Your Retrieval! A Robust Detection Strategy for Retrieval-Augmented Generation
Zhaoheng Huang, Yutao Zhu, Ji-Rong Wen et al.
LLM-Guided Quantified SMT Solving over Uninterpreted Functions
Kunhang Lv, Yuhang Dong, Rui Han et al.
LLM-MC-Affect: LLM-Based Monte Carlo Modeling of Affective Trajectories and Latent Ambiguity for Interpersonal Dynamic Insight
Yu-Zheng Lin, Bono Po-Jen Shih, John Paul Martin Encinas et al.
LLM-Oriented Token-Adaptive Knowledge Distillation
Xurong Xie, Zhucun Xue, Jiafu Wu et al.
LLM Parameters for Math Across Languages: Shared or Separate?
Behzad Shomali, Luisa Victor, Tim Selbach et al.
LLM Plug-ins Are Not a Free Lunch for Clinical Time-Series Prediction
Juhwan Choi, Kwanhyung Lee, Sangchul Hahn et al.
LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient
Peiwen Yuan, Shaoxiong Feng, Yiwei Li et al.
LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals
Lihao Sun, Hang Dong, Bo Qiao et al.
LLM Safety From Within: Detecting Harmful Content with Internal Representations
Difan Jiao, Yilun Liu, Ye Yuan et al.
LLM Safety in Judicial AI: A Stress Test of Social Media Influence on Real-World Judgments
Yixuan Xie, Yang He, Xiaoyu Yang et al.
LLMs (Almost) Never Abstain Under Medical Uncertainty
Alessio Cocchieri, Luca Ragazzi, Giuseppe Tagliavini et al.
LLMs as Cultural Archives: Cultural Commonsense Knowledge Graph Extraction
Junior Cedric Tonga, Chen Cecilia Liu, Iryna Gurevych et al.
LLMs as Knowledge Graph Refiners: Mitigating Factual Inconsistencies in Generative Knowledge Extraction
Donghyun Kim, Hyeongjun Yang, Seokju Hwang et al.
LLMs as Span Annotators: A Comparative Study of LLMs and Humans
Zdeněk Kasner, Vilém Zouhar, Patrícia Schmidtová et al.
LLMs Enable Bag-of-Texts Representations for Short-Text Clustering
I-Fan Lin, Faegheh Hasibi, Suzan Verberne