task automation

AgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse ACL 2026 InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection EACL 2026 MMBench-GUI: A Unified Hierarchical Evaluation Framework for Multi-Platform GUI Agents CVPR 2026 ProBench: Benchmarking GUI Agents with Accurate Process Information AAAI 2026 UniToolBench: A Benchmark for Tool-Augmented LLMs in Cross-Domain, Universal Task Automation EACL 2026 AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant ACL 2025 AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents ACL 2025 AutoSpec: An Agentic Framework for Automatically Drafting Patent Specification EMNLP 2025 Beyond Browsing: API-Based Web Agents ACL 2025 OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use ACL 2025 <SYNTACT>: Structuring Your Natural Language SOPs into Tailored Ambiguity-Resolved Code Templates EMNLP 2025 UFO: A UI-Focused Agent for Windows OS Interaction NAACL 2025 You are an LLM teaching a smaller model everything you know: Multi-task pretraining of language models with LLM-designed study plans EMNLP 2025 Android in the Zoo: Chain-of-Action-Thought for GUI Agents EMNLP 2024 AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks? EMNLP 2024 AssistGUI: Task-Oriented PC Graphical User Interface Automation CVPR 2024 Evaluating Modular Dialogue System for Form Filling Using Large Language Models EACL 2024 MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks EACL 2024 OpenWebAgent: An Open Toolkit to Enable Web Agents on Large Language Models ACL 2024 SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents ACL 2024 Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale NeurIPS 2024 TaskBench: Benchmarking Large Language Models for Task Automation NeurIPS 2024 Language Models can Solve Computer Tasks NeurIPS 2023 Interactive Task Learning from GUI-Grounded Natural Language Instructions and Demonstrations ACL 2020 Challenges and Opportunities of Applying Natural Language Processing in Business Process Management COLING 2018