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Agent Systems

3885 directly classified papers

Papers per year

Papers

STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback EMNLP 2025

Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information EMNLP 2025

ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning EMNLP 2025

DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent EMNLP 2025

Procedural Environment Generation for Tool-Use Agents EMNLP 2025

TailorRPA: A Retrieval-Based Framework for Eliciting Personalized and Coherent Role-Playing Agents in General Domain EMNLP 2025

VehicleWorld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction EMNLP 2025

FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025

PartRM: Modeling Part-Level Dynamics with Large Cross-State Reconstruction Model CVPR 2025

InterMimic: Towards Universal Whole-Body Control for Physics-Based Human-Object Interactions CVPR 2025

From Sparse Signal to Smooth Motion: Real-Time Motion Generation with Rolling Prediction Models CVPR 2025

Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy CVPR 2025

Towards Long-Horizon Vision-Language Navigation: Platform, Benchmark and Method CVPR 2025

TokenHSI: Unified Synthesis of Physical Human-Scene Interactions through Task Tokenization CVPR 2025

Visual Agentic AI for Spatial Reasoning with a Dynamic API CVPR 2025

Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data ACL 2025

BimArt: A Unified Approach for the Synthesis of 3D Bimanual Interaction with Articulated Objects CVPR 2025

Robotic Visual Instruction CVPR 2025

Automated Proof of Polynomial Inequalities via Reinforcement Learning CVPR 2025

Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation CVPR 2025

ECCC: Edge Code Cloak Coder for Privacy Code Agent EMNLP 2025

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

A Preliminary Study of AI Agent Model in Machine Translation EMNLP 2025

IRB-MT at WMT25 Translation Task: A Simple Agentic System Using an Off-the-Shelf LLM EMNLP 2025

Teaching Models to Improve on Tape AAAI 2025