Papers
Understand User Opinions of Large Language Models via LLM-Powered In-the-Moment User Experience Interviews
Mengqiao Liu, Tevin Wang, Cassandra A. Cohen et al.
FLAG-TRADER: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading
Guojun Xiong, Zhiyang Deng, Keyi Wang et al.
LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection
Tianyi Ma, Yiyue Qian, Zehong Wang et al.
DiSCo: Device-Server Collaborative LLM-based Text Streaming Services
Ting Sun, Penghan Wang, Fan Lai
Customizing In-context Learning for Dynamic Interest Adaption in LLM-based Recommendation
Keqin Bao, Ming Yan, Yang Zhang et al.
LLM-Enhanced Query Generation and Retrieval Preservation for Task-Oriented Dialogue
Jiale Chen, Xuelian Dong, Wenxiu Xie et al.
EvoBench: Towards Real-world LLM-Generated Text Detection Benchmarking for Evolving Large Language Models
Xiao Yu, Yi Yu, Dongrui Liu et al.
LLM-based Translation Inference with Iterative Bilingual Understanding
Andong Chen, Kehai Chen, Yang Xiang et al.
Asymmetric Conflict and Synergy in Post-training for LLM-based Multilingual Machine Translation
Tong Zheng, Yan Wen, Huiwen Bao et al.
Understanding and Meeting Practitioner Needs When Measuring Representational Harms Caused by LLM-Based Systems
Emma Harvey, Emily Sheng, Su Lin Blodgett et al.
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues
Yubin Ge, Salvatore Romeo, Jason Cai et al.
Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion
Yejun Yoon, Jaeyoon Jung, Seunghyun Yoon et al.
MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents
Haoran Tan, Zeyu Zhang, Chen Ma et al.
UnrealLLM: Towards Highly Controllable and Interactable 3D Scene Generation by LLM-powered Procedural Content Generation
Song Tang, Kaiyong Zhao, Lei Wang et al.
Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph
Xiangwei Lv, Mengze Li, Jingyuan Chen et al.
LLM-Symbolic Integration for Robust Temporal Tabular Reasoning
Atharv Kulkarni, Kushagra Dixit, Vivek Srikumar et al.
InImageTrans: Multimodal LLM-based Text Image Machine Translation
Fei Zuo, Kehai Chen, Yu Zhang et al.
LLMVoX: Autoregressive Streaming Text-to-Speech Model for Any LLM
Sambal Shikhar, Mohammed Irfan Kurpath, Sahal Shaji Mullappilly et al.
Act2P: LLM-Driven Online Dialogue Act Classification for Power Analysis
Wenbo Zhang, Yuhan Wang
MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech Tokens
Jeong Hun Yeo, Hyeongseop Rha, Se Jin Park et al.
MONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection
Shanshan Liu, Menglong Lu, Zhen Huang et al.
Improving Occupational ISCO Classification of Multilingual Swiss Job Postings with LLM-Refined Training Data
Ann-Sophie Gnehm, Simon Clematide
Model-Dependent Moderation: Inconsistencies in Hate Speech Detection Across LLM-based Systems
Neil Fasching, Yphtach Lelkes
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning
Mufan Xu, Gewen Liang, Kehai Chen et al.
Do Emotions Really Affect Argument Convincingness? A Dynamic Approach with LLM-based Manipulation Checks
Yanran Chen, Steffen Eger