Dataset · Hugging Face

AliceKJ/IdeaTrail

Name: IdeaTrail
Creator: AliceKJ
License: cc-by-4.0
Keywords: task_categories:text-generation, language:en, license:cc-by-4.0, size_categories:1K<n<10K, format:parquet, modality:text, library:datasets, library:dask, library:polars, library:mlcroissant, arxiv:2607.10144, region:us, agent-trajectories, scientific-ideation, process-supervision

IdeaTrail: Full-Process Agent Trajectories for Scientific Ideation IdeaTrail contains 1,170 multi-turn full trajectories for scientific ideation and research-proposal generation. Records preserve complete role streams with tool calls and observations, intermediate reasoning, and artifact edits. The corpus provides reverse-synthesized process supervision: hidden scientific targets constrain an Advisor while a Generator produces a chronological visible process of evidence… See the full description on the dataset page: https://huggingface.co/datasets/AliceKJ/IdeaTrail.

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Author / organization	AliceKJ
License (as declared)	cc-by-4.0
Downloads	180 (as reported by Hugging Face)
Likes	3
Created	10 July 2026
Last updated at source	14 July 2026

agent-trajectoriesscientific-ideationprocess-supervisiontool-uselong-contextreinforcement-learning

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