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Agent Systems

3885 directly classified papers

Papers per year

Papers

Contextual Bandits with Stage-wise Constraints JMLR 2025
InterMimic: Towards Universal Whole-Body Control for Physics-Based Human-Object Interactions CVPR 2025
CVE-Bench: Benchmarking LLM-based Software Engineering Agent’s Ability to Repair Real-World CVE Vulnerabilities NAACL 2025
LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents EMNLP 2025
Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning EMNLP 2025
TurkingBench: A Challenge Benchmark for Web Agents NAACL 2025
DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent EMNLP 2025
SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling EMNLP 2025
World Models with Hints of Large Language Models for Goal Achieving NAACL 2025
CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models NAACL 2025
ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis NAACL 2025
Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge EMNLP 2025
Conversational Exploration of Literature Landscape with LitChat IJCAI 2025
EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety EMNLP 2025
CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios EMNLP 2025
Safety of Embodied Navigation: A Survey IJCAI 2025
An Efficient Dialogue Policy Agent with Model-Based Causal Reinforcement Learning COLING 2025
Decoding Echo Chambers: LLM-Powered Simulations Revealing Polarization in Social Networks COLING 2025
Can LLM Agents Maintain a Persona in Discourse? EMNLP 2025
A Survey on the Feedback Mechanism of LLM-based AI Agents IJCAI 2025
Turning Conversations into Workflows: A Framework to Extract and Evaluate Dialog Workflows for Service AI Agents ACL 2025
FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025
LLM-based Collaborative Agents with Pedagogy-guided Interaction Modeling for Timely Instructive Feedback Generation in Task-oriented Group Discussions IJCAI 2025
Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning AAAI 2025
CritiQ: Mining Data Quality Criteria from Human Preferences ACL 2025