language agent

ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery ICLR 2025 SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals NAACL 2025 Towards Rationality in Language and Multimodal Agents: A Survey NAACL 2025 Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research ACL 2025 Agent Lumos: Unified and Modular Training for Open-Source Language Agents ACL 2024 AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback NeurIPS 2024 AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning ACL 2024 AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation EMNLP 2024 Can Graph Learning Improve Planning in LLM-based Agents? NeurIPS 2024 DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs ACL 2024 Direct Multi-Turn Preference Optimization for Language Agents EMNLP 2024 Grounded Language Agent for Product Search via Intelligent Web Interactions EMNLP 2024 Language Agents: Foundations, Prospects, and Risks EMNLP 2024 Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf NeurIPS 2024 Lemur: Harmonizing Natural Language and Code for Language Agents ICLR 2024 MetaReflection: Learning Instructions for Language Agents using Past Reflections EMNLP 2024 Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments EMNLP 2024 Re-ReST: Reflection-Reinforced Self-Training for Language Agents EMNLP 2024 Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization ICLR 2024 Retrospex: Language Agent Meets Offline Reinforcement Learning Critic EMNLP 2024 SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents ICLR 2024 SOTOPIA-π: Interactive Learning of Socially Intelligent Language Agents ACL 2024 StreamBench: Towards Benchmarking Continuous Improvement of Language Agents NeurIPS 2024 TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation ACL 2024 Towards Objectively Benchmarking Social Intelligence of Language Agents at the Action Level ACL 2024