conftrace_

autonomous agent

168 papers

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Co-occurring keywords

large language model (13587) agent system (324) multi-agent system (1819) tool use (107) llm agent (162) multimodal learning (4645) benchmark evaluation (1556) graphical user interface (42) human-robot interaction (218) reinforcement learning (4352)

Papers

ResearStudio: A Human-intervenable Framework for Building Controllable Deep Research Agents EMNLP 2025
LEAP & LEAN: Look-ahead Planning and Agile Navigation for LLM Agents ACL 2025
WEPO: Web Element Preference Optimization for LLM-based Web Navigation AAAI 2025
Enhancing LLM Agent Safety via Causal Influence Prompting ACL 2025
How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on tau-bench EMNLP 2025
ActionStudio: A Lightweight Framework for Data and Training of Large Action Models EMNLP 2025
StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents EMNLP 2025
The Dangers of Indirect Prompt Injection Attacks on LLM-based Autonomous Web Navigation Agents: A Demonstration EMNLP 2025
AutoQual: An LLM Agent for Automated Discovery of Interpretable Features for Review Quality Assessment EMNLP 2025
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery EMNLP 2025
Attacking Vision-Language Computer Agents via Pop-ups ACL 2025
CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents ACL 2025
Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification EMNLP 2025
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph ACL 2025
Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub ACL 2025
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls EMNLP 2025
Agent vs. Agent: Automated Data Generation and Red-Teaming for Custom Agentic Workflows EMNLP 2025
Bidirectional Human-AI Learning in Real-Time Disoriented Balancing AAAI 2025
Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation ACL 2025
ASTRO: Automatic Strategy Optimization For Non-Cooperative Dialogues ACL 2025
CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System ACL 2025
Meta-Tool: Unleash Open-World Function Calling Capabilities of General-Purpose Large Language Models ACL 2025
UIPro: Unleashing Superior Interaction Capability For GUI Agents ICCV 2025
Multi-Agent Collaboration via Cross-Team Orchestration ACL 2025
Nuclear Deployed!: Analyzing Catastrophic Risks in Decision-making of Autonomous LLM Agents ACL 2025