conftrace_

language model agent

36 papers

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Also known as

LMA

Co-occurring keywords

large language model (13587) agent system (324) language model (4599) benchmark evaluation (1556) tool use (107) multi-agent system (1819) dialogue system (1667) llm agent (162) reinforcement learning (4352) chain-of-thought prompting (313)

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
Measuring temporal effects of agent knowledge by date-controlled tool use ACL 2025
LLM Agents for Coordinating Multi-User Information Gathering 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
EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents ACL 2025
AgentRM: Enhancing Agent Generalization with Reward Modeling ACL 2025
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues ACL 2025
A Constrained Text Revision Agent via Iterative Planning and Searching ACL 2025
Planning with Multi-Constraints via Collaborative Language Agents COLING 2025
MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents ACL 2025
Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement ACL 2025
AndroidGen: Building an Android Language Agent under Data Scarcity ACL 2025
Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models ACL 2025
BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks ACL 2025
CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space EMNLP 2025
Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges ACL 2025
Positive Experience Reflection for Agents in Interactive Text Environments ACL 2025
PRACT: Optimizing Principled Reasoning and Acting of LLM Agent EMNLP 2024
An Evaluation Mechanism of LLM-based Agents on Manipulating APIs EMNLP 2024
Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization ACL 2024
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering NIPS 2024