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Percy Liang

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Keynote: Marin: An Open Lab for Frontier AIPyTorch Conference 20252025-10-22
Marin runs model development in the open using GitHub issues to pre-register experiments and pull requests that contain full experiment pipelines in Python so…
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Open-Source and Science in the Era of Foundation ModelsDomain Adaptation and Related Areas 20242024-11-12
Argues open access matters and backs it with concrete results: a position paper finds only 9 of 30 model reports disclose train/test overlap; builds…
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Panel DiscussionDomain Adaptation and Related Areas 20242024-11-12
Panelists debate whether scaling plus architecture wins: larger pretrained models (CLIP/LLMs) empirically fix many classic domain-adaptation traps (e.g…
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Natural Language Understanding: Foundations and State-of-the-ArtFoundations of Machine Learning Boot Camp 20172017-01-23
Survey of three concrete semantics approaches: distributional (Word2Vec / LSA) for broad coverage, frame semantics to expose argument structure, and…
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