Papers
219 papers found
Label-Consistent Data Generation for Aspect-Based Sentiment Analysis Using LLM Agents
Mohammad Hossein Akbari Monfared, Lucie Flek, Akbar Karimi
RAG-Enhanced Collaborative LLM Agents for Drug Discovery
Namkyeong Lee, Edward De Brouwer, Ehsan Hajiramezanali et al.
Investigating Prosocial Behavior Theory in LLM Agents Under Policy-Induced Inequities
Yujia Zhou, Hexi Wang, Qingyao Ai et al.
MAGIC: Mastering Physical Adversarial Generation in Context Through Collaborative LLM Agents
Yun Xing, Nhat Chung, Jie Zhang et al.
Conformal Constrained Policy Optimization for Cost-Effective LLM Agents
Wenwen Si, Sooyong Jang, Insup Lee et al.
DEPO: Dual-Efficiency Preference Optimization for LLM Agents
Sirui Chen, Mengshi Zhao, Lei Xu et al.
MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents
Yiming Du, Bingbing Wang, Yang He et al.
When Instinct Guides and Insight Grounds: Staged RL Training for LLM Agents
Zijing Zhang, Boning Zhang
SARA: Leveraging LLM Agents and Jurisprudential Ontologies for Automated Legal Reasoning
Francisco C J Bonfim, Sara Pessoa SIlva, Alicia S Neves et al.
Physics-Informed Autonomous LLM Agents for Explainable Power Electronics Modulation Design
Junhua Liu, Fanfan Lin, Xinze Li et al.
RefLens: End-to-End Evidence-Grounded Citation Verification with LLM Agents
SeungHoo Lee, JuneHyoung Kwon, Jooweon Choi et al.
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents
Petr Anokhin, Nikita Semenov, Artyom Sorokin et al.
ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents
Zhigen Li, Jianxiang Peng, Yanmeng Wang et al.
StateAct: Enhancing LLM Base Agents via Self-prompting and State-tracking
Nikolai Rozanov, Marek Rei
Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey
Mehrab Tanjim, Yeonjun In, Xiang Chen et al.
DeAR: Dual-Stage Document Reranking with Reasoning Agents via LLM Distillation
Abdelrahman Abdallah, Jamshid Mozafari, Bhawna Piryani et al.
PersonaGym: Evaluating Persona Agents and LLMs
Vinay Samuel, Henry Peng Zou, Yue Zhou et al.
AgentBench: Evaluating LLMs as Agents
Xiao Liu, Hao Yu, Hanchen Zhang et al.
Collab: Controlled Decoding using Mixture of Agents for LLM Alignment
Souradip Chakraborty, Sujay Bhatt, Udari Madhushani Sehwag et al.
AgentSquare: Automatic LLM Agent Search in Modular Design Space
Yu Shang, Yu Li, Keyu Zhao et al.
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Zehan Qi, Xiao Liu, Iat Long Iong et al.
Evaluating Cultural and Social Awareness of LLM Web Agents
Haoyi Qiu, Alexander Fabbri, Divyansh Agarwal et al.
SafeSearch: Do Not Trade Safety for Utility in LLM Search Agents
Qiusi Zhan, Angeline Budiman-Chan, Abdelrahman Zayed et al.
TowerMind: A Tower Defence Game Learning Environment and Benchmark for LLM as Agents
Dawei Wang, Chengming Zhou, Di Zhao et al.