Generating Workflow DAGs from Natural Language with Non-Reasoning LLMs
cs.AI
Submitted: 2026-08-31
Updated: 2026-08-31
Terminology
Sources
- WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models
- Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning
- A Survey on LLM-as-a-Judge
- Active Retrieval Augmented Generation
- NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization
- RaTA-Tool: Retrieval-based Tool Selection with Multimodal Large Language Models
- Flexible and Efficient Grammar-Constrained Decoding
- Benchmarking Agentic Workflow Generation
- On LLM-Assisted Generation of Smart Contracts from Business Processes
- Compiled AI: Deterministic Code Generation for LLM-Based Workflow Automation
- Self-Preference Bias in LLM-as-a-Judge
- Efficient Guided Generation for Large Language Models
- RobustFlow: Towards Robust Agentic Workflow Generation
- Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
- FlowMind: Automatic Workflow Generation with LLMs
- Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
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