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agentic system

25 papers

Papers

Agentic CLEAR: Automating Multi-Level Evaluation of LLM Agents ACL 2026 Agentic Solutions for IT Financial Operations AAAI 2026 Gardener: An Agentic AI System for Single-Cell RNA Sequence Analysis ACL 2026 Lessons from the Field: An Adaptable Lifecycle Approach to Applied Dialogue Summarization EACL 2026 MASEval: Extending Multi-Agent Evaluation from Models to Systems ACL 2026 ProRefine: Inference-Time Prompt Refinement with Textual Feedback (Student Abstract) AAAI 2026 RAAS: LLM Agentic System Architecture Search with GRPO CVPR 2026 TASER: Table Agents for Schema-guided Extraction and Recommendation EACL 2026 Adaptive Self-improvement LLM Agentic System for ML Library Development ICML 2025 An Intelligent Agentic System for Complex Image Restoration Problems ICLR 2025 A Survey of RAG-Reasoning Systems in Large Language Models EMNLP 2025 Automated Design of Agentic Systems ICLR 2025 DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision EMNLP 2025 FLAIRR-TS - Forecasting LLM-Agents with Iterative Refinement and Retrieval for Time Series EMNLP 2025 Inherent and emergent liability issues in LLM-based agentic systems: a principal-agent perspective ACL 2025 LITMUS++ : An Agentic System for Predictive Analysis of Low-Resource Languages Across Tasks and Models IJCNLP 2025 Neural at ArchEHR-QA 2025: Agentic Prompt Optimization for Evidence-Grounded Clinical Question Answering ACL 2025 On the Robustness of Agentic Function Calling NAACL 2025 Preacher: Paper-to-Video Agentic System ICCV 2025 Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges IJCNLP 2025 Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty EMNLP 2025 SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering EMNLP 2025 SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence EMNLP 2025 Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification SemEval 2025 TelcoAI: Advancing 3GPP Technical Specification Search through Agentic Multi-Modal Retrieval-Augmented Generation IJCNLP 2025