llm agent

FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents EMNLP 2024 Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks EMNLP 2024 InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents ACL 2024 LLM Agents in Interaction: Measuring Personality Consistency and Linguistic Alignment in Interacting Populations of Large Language Models EACL 2024 MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution NeurIPS 2024 MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization ACL 2024 Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method ACL 2024 PEARL: Preference Extraction with Exemplar Augmentation and Retrieval with LLM Agents EMNLP 2024 PRACT: Optimizing Principled Reasoning and Acting of LLM Agent CoNLL 2024 PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling EMNLP 2024 Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking EMNLP 2024 PsychoGAT: A Novel Psychological Measurement Paradigm through Interactive Fiction Games with LLM Agents ACL 2024 R-Judge: Benchmarking Safety Risk Awareness for LLM Agents EMNLP 2024 SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code ICML 2024 Tailoring with Targeted Precision: Edit-Based Agents for Open-Domain Procedure Customization ACL 2024 Text2DB: Integration-Aware Information Extraction with Large Language Model Agents ACL 2024 ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search ICLR 2024 UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction NeurIPS 2024 Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement EMNLP 2024 Synthetic Dialogue Dataset Generation using LLM Agents EMNLP 2023