Agent Systems

Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent ACL 2025 Explain-Analyze-Generate: A Sequential Multi-Agent Collaboration Method for Complex Reasoning COLING 2025 Exploiting Edited Large Language Models as General Scientific Optimizers NAACL 2025 ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration ACL 2025 Exploration-Driven Generative Interactive Environments CVPR 2025 Exploration Lab IITK at SemEval-2025 Task 8: Multi-LLM Agent QA over Tabular Data SemEval 2025 Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents ACL 2025 Exploring and Controlling Diversity in LLM-Agent Conversation EMNLP 2025 Exploring Prosocial Irrationality for LLM Agents: A Social Cognition View ICLR 2025 Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis ACL 2025 Extending Structural Causal Models for Autonomous Vehicles to Simplify Temporal System Construction & Enable Dynamic Interactions Between Agents CLeaR 2025 Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning ICLR 2025 Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph AAAI 2025 FedMABench: Benchmarking Mobile GUI Agents on Decentralized Heterogeneous User Data EMNLP 2025 Findings of the BEA 2025 Shared Task on Pedagogical Ability Assessment of AI-powered Tutors ACL 2025 FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025 Finite-Time Convergence Rates in Stochastic Stackelberg Games with Smooth Algorithmic Agents ICML 2025 FinNLP-FNP-LLMFinLegal @ COLING 2025 Shared Task: Agent-Based Single Cryptocurrency Trading Challenge COLING 2025 FIRE: Fact-checking with Iterative Retrieval and Verification NAACL 2025 FLAIRR-TS - Forecasting LLM-Agents with Iterative Refinement and Retrieval for Time Series EMNLP 2025 FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games EMNLP 2025 Fleet of Agents: Coordinated Problem Solving with Large Language Models ICML 2025 FLIP: Flow-Centric Generative Planning as General-Purpose Manipulation World Model ICLR 2025 FloNa: Floor Plan Guided Embodied Visual Navigation AAAI 2025 Flow: Modularized Agentic Workflow Automation ICLR 2025