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Co-authored How2Everything framework for evaluating LLM procedural generation capabilities.
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Feb 2026 — Jul 2026
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Allen AI releases open-source toolkit to convert messy PDFs into clean LLM training data
GitHubpositiveJul 2, 2026
“Developer and contributor to olmOCR project.”
How2Everything: Mining the Web for How-To Procedures to Evaluate and Improve LLMs
Allen Institute for AI (Ai2)researchpositiveFeb 15, 2026
How2Everything, a new framework for mining 351K how-to procedures from the web, enables scalable evaluation and improvement of LLM procedural generation through an LLM judge that achieves 80.5% human agreement and yields measurable performance gains via reinforcement learning.
“Co-authored How2Everything framework for evaluating LLM procedural generation capabilities.”
LLMsAI ResearchFoundation ModelsReinforcement Learning