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Agent Systems

3885 directly classified papers

Papers per year

Papers

Can LLMs Reliably Simulate Human Learner Actions? A Simulation Authoring Framework for Open-Ended Learning Environments AAAI 2025

KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph ACL 2025

Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions ACL 2025

SDPO: Segment-Level Direct Preference Optimization for Social Agents ACL 2025

DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation ACL 2025

When2Call: When (not) to Call Tools NAACL 2025

EvolveSearch: An Iterative Self-Evolving Search Agent EMNLP 2025

GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents ACL 2025

START: Self-taught Reasoner with Tools EMNLP 2025

Computational Analysis of Conversation Dynamics through Participant Responsivity EMNLP 2025

Towards Rationality in Language and Multimodal Agents: A Survey NAACL 2025

NavQ: Learning a Q-Model for Foresighted Vision-and-Language Navigation ICCV 2025

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis ACL 2025

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning AAAI 2025

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval-Augmented Generation Across Learning Styles EMNLP 2025

PwnGPT: Automatic Exploit Generation Based on Large Language Models ACL 2025

OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising COLING 2025

AMAN: Agent for Mentoring and Assisting Newbies in MMORPG COLING 2025

LAW: Legal Agentic Workflows for Custody and Fund Services Contracts COLING 2025

FinNLP-FNP-LLMFinLegal @ COLING 2025 Shared Task: Agent-Based Single Cryptocurrency Trading Challenge COLING 2025

Sam’s Fans at the Crypto Trading Challenge Task: A Threshold-Based Decision Approach Based on FinMem Framework COLING 2025

Enhancing Participatory Development Research in South Asia through LLM Agents System: An Empirically-Grounded Methodological Initiative and Agenda from Field Evidence in Sri Lankan COLING 2025

Agentic Knowledgeable Self-awareness ACL 2025

Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger ACL 2025

NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments ICCV 2025