conftrace_

agent system

324 papers

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Co-occurring keywords

large language model (13587) reinforcement learning (4352) language model (4599) tool use (107) llm agent (162) autonomous agent (168) multimodal learning (4645) benchmark evaluation (1556) vision-language navigation (118) code generation (746)

Papers

Automating Complex Document Workflows via Stepwise and Rollback-Enabled Operation Orchestration AAAI 2026
DSBC : Data Science task Benchmarking with Context engineering IJCNLP 2025
TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments ACL 2025
Hidden in Plain Text: Emergence & Mitigation of Steganographic Collusion in LLMs IJCNLP 2025
Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data ACL 2025
When2Call: When (not) to Call Tools NAACL 2025
CritiQ: Mining Data Quality Criteria from Human Preferences ACL 2025
VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft EMNLP 2025
AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction NAACL 2025
EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction NAACL 2025
Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent EMNLP 2025
AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation ACL 2025
TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025
Privacy in Action: Towards Realistic Privacy Mitigation and Evaluation for LLM-Powered Agents EMNLP 2025
Learning to Ask: When LLM Agents Meet Unclear Instruction EMNLP 2025
Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models EMNLP 2025
3D Gaussian Map with Open-Set Semantic Grouping for Vision-Language Navigation ICCV 2025
Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents ACL 2025
Infer Human’s Intentions Before Following Natural Language Instructions AAAI 2025
WorldAPIs: The World Is Worth How Many APIs? A Thought Experiment AAAI 2025
Positive Experience Reflection for Agents in Interactive Text Environments ACL 2025
SMART: Self-Aware Agent for Tool Overuse Mitigation ACL 2025
DIAMOND: An LLM-Driven Agent for Context-Aware Baseball Highlight Summarization ACL 2025
UFO: A UI-Focused Agent for Windows OS Interaction NAACL 2025
OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising COLING 2025