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Agent Systems

3885 directly classified papers

Papers per year

Papers

Moto: Latent Motion Token as the Bridging Language for Learning Robot Manipulation from Videos ICCV 2025

Guideline Compliance in Task-Oriented Dialogue: The Chained Prior Approach NAACL 2025

ACT: Knowledgeable Agents to Design and Perform Complex Tasks ACL 2025

Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting NAACL 2025

RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing EMNLP 2025

Adaptive Attacks Break Defenses Against Indirect Prompt Injection Attacks on LLM Agents NAACL 2025

Mis-prompt: Benchmarking Large Language Models for Proactive Error Handling ACL 2025

Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents NAACL 2025

CVE-Bench: Benchmarking LLM-based Software Engineering Agent’s Ability to Repair Real-World CVE Vulnerabilities NAACL 2025

Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving NAACL 2025

Adaptive Coopetition: Leveraging Coarse Verifier Signals for Resilient Multi-Agent LLM Reasoning IJCNLP 2025

Human–Agent Teaming for Higher-Order Thinking Augmentation IJCNLP 2025

Agent-based Automated Claim Matching with Instruction-following LLMs IJCNLP 2025

Cascaded Information Disclosure for Generalized Evaluation of Problem Solving Capabilities AACL 2025

Advancing Embodied Agent Security: From Safety Benchmarks to Input Moderation IJCAI 2025

To Ask or Not to Ask? Detecting Absence of Information in Vision and Language Navigation WACV 2025

When in Doubt, Ask First: A Unified Retrieval Agent-Based System for Ambiguous and Unanswerable Question Answering IJCNLP 2025

MOOSS: Mask-Enhanced Temporal Contrastive Learning for Smooth State Evolution in Visual Reinforcement Learning WACV 2025

Transferring Foundation Models for Generalizable Robotic Manipulation WACV 2025

ELBA: Learning by Asking for Embodied Visual Navigation and Task Completion WACV 2025

Creolization versus code-switching: An agent-based cognitive model for bilingual strategies in language contact NAACL 2025

Self Knowledge-Tracing for Tool Use (SKT-Tool): Helping LLM Agents Understand Their Capabilities in Tool Use NAACL 2025

SceneGenAgent: Precise Industrial Scene Generation with Coding Agent ACL 2025

Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation NAACL 2025

GroundingMate: Aiding Object Grounding for Goal-Oriented Vision-and-Language Navigation WACV 2025