task completion

GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging AAAI 2026 ProBench: Benchmarking GUI Agents with Accurate Process Information AAAI 2026 Reinforcement Learning for Self-Improving Agent with Skill Library ACL 2026 BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism EMNLP 2025 Can LLMs Help You at Work? A Sandbox for Evaluating LLM Agents in Enterprise Environments EMNLP 2025 ELBA: Learning by Asking for Embodied Visual Navigation and Task Completion WACV 2025 GitGoodBench: A Novel Benchmark For Evaluating Agentic Performance On Git ACL 2025 MLAlgo-Bench: Can Machines Implement Machine Learning Algorithms? EMNLP 2025 ReachAgent: Enhancing Mobile Agent via Page Reaching and Operation NAACL 2025 SPA-BENCH: A COMPREHENSIVE BENCHMARK FOR SMARTPHONE AGENT EVALUATION ICLR 2025 Universal Post-Processing Networks for Joint Optimization of Modules in Task-Oriented Dialogue Systems AAAI 2025 Learning from Implicit User Feedback, Emotions and Demographic Information in Task-Oriented and Document-Grounded Dialogues EMNLP 2024 Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration NeurIPS 2024 Policy Improvement using Language Feedback Models NeurIPS 2024 PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion ACL 2024 PPTC-R benchmark: Towards Evaluating the Robustness of Large Language Models for PowerPoint Task Completion EMNLP 2024 UGIF-DataSet: A New Dataset for Cross-lingual, Cross-modal Sequential actions on the UI NAACL 2024 WebArena: A Realistic Web Environment for Building Autonomous Agents ICLR 2024 Task2KB: A Public Task-Oriented Knowledge Base AAAI 2023 ALFRED-L: Investigating the Role of Language for Action Learning in Interactive Visual Environments EMNLP 2022 Few-shot Subgoal Planning with Language Models NAACL 2022 Logical Reasoning for Task Oriented Dialogue Systems ACL 2022 On the Limits of Evaluating Embodied Agent Model Generalization Using Validation Sets ACL 2022 Countering Language Drift with Seeded Iterated Learning ICML 2020 Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning EMNLP 2017