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Agent Systems

3885 directly classified papers

Papers per year

Papers

Enhancing LLM-Based Social Bot via an Adversarial Learning Framework EMNLP 2025

Agent-as-Judge for Factual Summarization of Long Narratives EMNLP 2025

Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models EMNLP 2025

LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval EMNLP 2025

Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision Making EMNLP 2025

Memory OS of AI Agent EMNLP 2025

DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration EMNLP 2025

UICOMPASS: UI Map Guided Mobile Task Automation via Adaptive Action Generation EMNLP 2025

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios EMNLP 2025

Can LLM Agents Maintain a Persona in Discourse? EMNLP 2025

SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling EMNLP 2025

LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents EMNLP 2025

VerIF: Verification Engineering for Reinforcement Learning in Instruction Following EMNLP 2025

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning EMNLP 2025

MemInsight: Autonomous Memory Augmentation for LLM Agents EMNLP 2025

GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration EMNLP 2025

Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing EMNLP 2025

A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making EMNLP 2025

NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls EMNLP 2025

MPCG: Multi-Round Persona-Conditioned Generation for Modeling the Evolution of Misinformation with LLMs EMNLP 2025

Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification EMNLP 2025

Computational Analysis of Conversation Dynamics through Participant Responsivity EMNLP 2025

AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning EMNLP 2025

Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment EMNLP 2025

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