Papers
Learning to Rewrite: Generalized LLM-Generated Text Detection
Wei Hao, Ran Li, Weiliang Zhao et al.
G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems
Shilong Wang, Guibin Zhang, Miao Yu et al.
AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents
Junting Lu, Zhiyang Zhang, Fangkai Yang et al.
Comparing LLM-generated and human-authored news text using formal syntactic theory
Olga Zamaraeva, Dan Flickinger, Francis Bond et al.
Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings
Austin Xu, Srijan Bansal, Yifei Ming et al.
Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents
Tao Wu, Jingyuan Chen, Wang Lin et al.
Towards Enhanced Immersion and Agency for LLM-based Interactive Drama
Hongqiu Wu, Weiqi Wu, Tianyang Xu et al.
DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation
Jizheng Chen, Kounianhua Du, Xinyi Dai et al.
SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection
Mingqing Zhang, Qiang Liu, Xiang Tao et al.
YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering
Jennifer D’Souza, Hamed Babaei Giglou, Quentin Münch
A Training-free LLM-based Approach to General Chinese Character Error Correction
Houquan Zhou, Bo Zhang, Zhenghua Li et al.
From Selection to Generation: A Survey of LLM-based Active Learning
Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie et al.
SkillAggregation: Reference-free LLM-Dependent Aggregation
Guangzhi Sun, Anmol Kagrecha, Potsawee Manakul et al.
Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation
Haozhe Xu, Xiaohua Wang, Changze Lv et al.
Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge?
Arduin Findeis, Floris Weers, Guoli Yin et al.
CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges
Haitao Li, Junjie Chen, Qingyao Ai et al.
SimulS2S-LLM: Unlocking Simultaneous Inference of Speech LLMs for Speech-to-Speech Translation
Keqi Deng, Wenxi Chen, Xie Chen et al.
Information Extraction from Visually Rich Documents using LLM-based Organization of Documents into Independent Textual Segments
Aniket Bhattacharyya, Anurag Tripathi, Ujjal Das et al.
Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations
Xin Quan, Marco Valentino, Louise A. Dennis et al.
LLM-Guided Semantic-Aware Clustering for Topic Modeling
Jianghan Liu, Ziyu Shang, Wenjun Ke et al.
LLaMA-Omni 2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis
Qingkai Fang, Yan Zhou, Shoutao Guo et al.
Tunable LLM-based Proactive Recommendation Agent
Mingze Wang, Chongming Gao, Wenjie Wang et al.
Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation
Xinyu Zhang, Linmei Hu, Luhao Zhang et al.
Open-World Planning via Lifted Regression with LLM-Inferred Affordances for Embodied Agents
Xiaotian Liu, Ali Pesaranghader, Hanze Li et al.