Papers
5,479 papers found
PolyNorm: Few-Shot LLM-Based Text Normalization for Text-to-Speech
Michel Wong, Ali Alshehri, Sophia Kao et al.
Enhancing Talent Search Ranking with Role-Aware Expert Mixtures and LLM-based Fine-Grained Job Descriptions
Jihang Li, Bing Xu, Zulong Chen et al.
CitySim: Modeling Urban Behaviors and City Dynamics with Large-Scale LLM-Driven Agent Simulation
Nicolas Bougie, Narimawa Watanabe
Detecting Omissions in LLM-Generated Medical Summaries
Achir Oukelmoun, Nasredine Semmar, Gaël de Chalendar et al.
Controllable Clustering with LLM-driven Embeddings
Kerria Pang-Naylor, Shivani Manivasagan, Aitong Zhong et al.
Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings
Xiran Fan, Zhimeng Jiang, Chin-Chia Michael Yeh et al.
LLM-Based Dialogue Labeling for Multiturn Adaptive RAG
Zhiyu Chen, Biancen Xie, Sidarth Srinivasan et al.
InstaJudge: Aligning Judgment Bias of LLM-as-Judge with Humans in Industry Applications
Myeongjun Erik Jang, Fran Silavong
TelAgentBench: A Multi-faceted Benchmark for Evaluating LLM-based Agents in Telecommunications
Sunwoo Lee, Daseong Jang, Dhammiko Arya et al.
Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support
Cen Zhao, Tiantian Zhang, Hanchen Su et al.
AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System
Hui Yi Leong, Yuheng Li, Yuqing Wu et al.
Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers
Zhiyuan Peng, Ting-Ruen Wei, Tingyu Song et al.
Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking
Yunyi Zhang, Ruozhen Yang, Siqi Jiao et al.
Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples
Andrianos Michail, Simon Clematide, Rico Sennrich
LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience
Yaochen Zhu, Harald Steck, Dawen Liang et al.
LLM-based Open Domain Planning by Leveraging Entity-Attribute-Level Domain Models
Dongning Rao, Songlin He, Zhihua Jiang et al.
DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent
Pengyu Zhu, Zhenhong Zhou, Yuanhe Zhang et al.
HierPrompt: Zero-Shot Hierarchical Text Classification with LLM-Enhanced Prototypes
Qian Zhang, Qinliang Su, Wei Zhu et al.
AELC: Adaptive Entity Linking with LLM-Driven Contextualization
Fang Wang, Zhengwei Tao, Ming Wang et al.
Beyond Inherent Cognition Biases in LLM-Based Event Forecasting: A Multi-Cognition Agentic Framework
Zhen Wang, Xi Zhou, Yating Yang et al.
Detecting Continuously Evolving Scam Calls under Limited Annotation: A LLM-Augmented Expert Rule Framework
Haoyu Ma, Qinliang Su, Minhua Huang et al.
Agent Trading Arena: A Study on Numerical Understanding in LLM-Based Agents
Tianmi Ma, Jiawei Du, Wenxin Huang et al.
Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in LLM-based Text Augmentation
Jan Cegin, Branislav Pecher, Jakub Simko et al.
How Good are LLM-based Rerankers? An Empirical Analysis of State-of-the-Art Reranking Models
Abdelrahman Abdallah, Bhawna Piryani, Jamshid Mozafari et al.
When Allies Turn Foes: Exploring Group Characteristics of LLM-Based Multi-Agent Collaborative Systems Under Adversarial Attacks
Jiahao Zhang, Baoshuo Kan, Tao Gong et al.