conftrace_

language model agent

40 papers

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Also known as

LMA

Co-occurring keywords · papers mentioning both

large language model (14) agent system (9) tool use (6) benchmark evaluation (6) multi-agent system (5) language model (5) dialogue system (4) chain-of-thought prompting (3) llm agent (3) synthetic data generation (3)

Papers

DeepFact: Co-Evolving Benchmarks and Agents for Deep Research Factuality ACL 2026 Mock Worlds, Real Skills: Building Small Agentic Language Models with Synthetic Tasks, Simulated Environments, and Rubric-Based Rewards ACL 2026 RefRea: Reference-Guided Reasoning with Meta-Cognition for Accurate Language Model Agents AAAI 2026 SHADOW: Dynamic-Aware Credit Assignment Against Long-Horizon Tasks AAAI 2026 A Constrained Text Revision Agent via Iterative Planning and Searching ACL 2025 AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning EMNLP 2025 AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories EMNLP 2025 AgentRM: Enhancing Agent Generalization with Reward Modeling ACL 2025 AndroidGen: Building an Android Language Agent under Data Scarcity ACL 2025 BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks ACL 2025 CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation ICLR 2025 CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space EMNLP 2025 EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities ICML 2025 EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents ACL 2025 Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement ACL 2025 LLM Agents for Coordinating Multi-User Information Gathering ACL 2025 Measuring temporal effects of agent knowledge by date-controlled tool use ACL 2025 MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents ACL 2025 Planning with Multi-Constraints via Collaborative Language Agents COLING 2025 Positive Experience Reflection for Agents in Interactive Text Environments ACL 2025 RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code ICLR 2025 Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges ACL 2025 Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models ACL 2025 TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues ACL 2025 Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization ACL 2024