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Glenn Matlin

glennmatlin
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https://www.glennmatlin.doctor

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reacted to Akhil-Theerthala's post with 👀 5 days ago
I'm thrilled to share our new paper, "FinForge: Semi-Synthetic Financial Benchmark Generation" in AI4Finance, AAAI'26! Key Contributions: - FinForge Framework: A hybrid pipeline integrating manual/programmatic corpus construction with rigorous LM-based synthesis. - FinForge-5k Dataset: A new snapshot benchmark comprising over 5,000 human-validated Q&A pairs across 11 financial subdomains, derived from a curated corpus of 100,000 verified documents (143M tokens). - Benchmarking Results: Evaluation of state-of-the-art open and closed-source models reveals significant variance in financial reasoning capabilities, with leading models achieving approximately 80% accuracy. Huge thanks to my co-authors @glennmatlin , Anant Gupta, Anirudh JM, Rayan Castilla, and Yi Mei Ng for this collaboration. You can read the paper: https://huggingface.co/papers/2601.06747
new activity 14 days ago
allenai/dolma3_mix-150B-1025:[issue] incorrect data card, missing weborganizer labels
liked a model 15 days ago
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Lemurian Labs, Inc.'s profile picture Financial Services Innovation Lab, Georgia Tech's profile picture Georgia Institute of Technology's profile picture Social Post Explorers's profile picture Human-Centered AI Lab's profile picture