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Title: GitHub - PAIR-code/interpretability: PAIR.withgoogle.com and friend's work on interpretability methods

Open Graph Title: GitHub - PAIR-code/interpretability: PAIR.withgoogle.com and friend's work on interpretability methods

X Title: GitHub - PAIR-code/interpretability: PAIR.withgoogle.com and friend's work on interpretability methods

Description: PAIR.withgoogle.com and friend's work on interpretability methods - PAIR-code/interpretability

Open Graph Description: PAIR.withgoogle.com and friend's work on interpretability methods - PAIR-code/interpretability

X Description: PAIR.withgoogle.com and friend's work on interpretability methods - PAIR-code/interpretability

Opengraph URL: https://github.com/PAIR-code/interpretability

X: @github

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Apache-2.0 licensehttps://github.com/PAIR-code/interpretability
https://github.com/PAIR-code/interpretability#pair-interpretability
PAIRhttps://ai.google/pair
https://github.com/PAIR-code/interpretability#scalable-influence-and-fact-tracing-for-large-language-model-pretraining-iclr25
blog posthttps://medium.com/people-ai-research/scaling-training-data-attribution-f7d1eddd85da
a public demohttps://github.com/PAIR-code/pretraining-tda/blob/main/demo/README.md
github repohttps://github.com/PAIR-code/pretraining-tda
Scalable Influence and Fact Tracing for Large Language Model Pretraininghttps://arxiv.org/abs/2410.17413
https://github.com/PAIR-code/interpretability#racing-thoughts-explaining-large-language-model-contextualization-errors-naacl25
Racing Thoughts: Explaining Contextualization Errors Within Large Language Modelshttps://arxiv.org/abs/2410.02102
https://github.com/PAIR-code/interpretability#whos-asking-user-personas-and-the-mechanics-of-latent-misalignment-neurips24
Who's asking? User personas and the mechanics of latent misalignmenthttps://arxiv.org/abs/2406.12094
NeurIPS'24https://neurips.cc/virtual/2024/poster/94269
https://github.com/PAIR-code/interpretability#patchscopes-a-unifying-framework-for-inspecting-hidden-representations-of-language-models-icml24
Patchscopes mini-sitehttps://pair-code.github.io/interpretability/patchscopes
interactive explorablehttps://pair.withgoogle.com/explorables/patchscopes/
longer paperhttps://arxiv.org/abs/2401.06102
https://github.com/PAIR-code/interpretability#visualizing-and-measuring-the-geometry-of-bert
bert-treehttps://github.com/PAIR-code/interpretability/tree/master/bert-tree
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Visualizing and Measuring the Geometry of BERT https://arxiv.org/abs/1906.02715
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Language, Context, and Geometry in Neural Networkhttps://pair-code.github.io/interpretability/bert-tree/
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https://github.com/PAIR-code/interpretability#deep-dreaming-on-text
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