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Agent Systems

3885 directly classified papers

Papers per year

Papers

ThinkQE: Query Expansion via an Evolving Thinking Process EMNLP 2025

Towards Enforcing Company Policy Adherence in Agentic Workflows EMNLP 2025

LLM-based Collaborative Agents with Pedagogy-guided Interaction Modeling for Timely Instructive Feedback Generation in Task-oriented Group Discussions IJCAI 2025

Hybrid Fact-Checking that Integrates Knowledge Graphs, Large Language Models, and Search-Based Retrieval Agents Improves Interpretable Claim Verification EMNLP 2025

PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation COLING 2025

NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models COLING 2025

AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering COLING 2025

Hazards in Daily Life? Enabling Robots to Proactively Detect and Resolve Anomalies NAACL 2025

VerifiAgent: a Unified Verification Agent in Language Model Reasoning EMNLP 2025

DAVIS: Planning Agent with Knowledge Graph-Powered Inner Monologue EMNLP 2025

PIRsuader: A Persuasive Chatbot for Mitigating Psychological Insulin Resistance in Type-2 Diabetic Patients COLING 2025

Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in LLM Tool-Agent Systems EMNLP 2025

Code-BT: A Code-Driven Approach to Behavior Tree Generation for Robot Tasks Planning with Large Language Models IJCAI 2025

DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning EMNLP 2025

ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios COLING 2025

Explain-Analyze-Generate: A Sequential Multi-Agent Collaboration Method for Complex Reasoning COLING 2025

LLM Agents for Education: Advances and Applications EMNLP 2025

AutoSpec: An Agentic Framework for Automatically Drafting Patent Specification EMNLP 2025

DeMAC: Enhancing Multi-Agent Coordination with Dynamic DAG and Manager-Player Feedback EMNLP 2025

LIDDIA: Language-based Intelligent Drug Discovery Agent EMNLP 2025

Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents EMNLP 2025

LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet? EMNLP 2025

FLAIRR-TS - Forecasting LLM-Agents with Iterative Refinement and Retrieval for Time Series EMNLP 2025

Generative Agents for Multimodal Controversy Detection IJCAI 2025

EDGE: Efficient Data Selection for LLM Agents via Guideline Effectiveness IJCAI 2025