P-Lambda

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12 repositories

dsir
Public
DSIR large-scale data selection framework for language model training
data language-models large-scale
data language-models large-scale data-filtering data-selection importance-resampling
Python
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MIT License
•20•271•4•1•Updated Apr 7, 2024Apr 7, 2024
wilds
Public
A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.
Python
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MIT License
•134•594•14•3•Updated Jan 26, 2024Jan 26, 2024
incontext-learning
Public
Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implicit Bayesian Inference"
language-modeling dataset few-shot-learning
language-modeling dataset few-shot-learning gpt-3 in-context-learning
Python
•15•105•1•0•Updated Nov 10, 2023Nov 10, 2023
jukemir
Public
Perform transfer learning for MIR using Jukebox!
Shell
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MIT License
•23•187•3•0•Updated Oct 12, 2023Oct 12, 2023
verified_calibration
Public
Calibration library and code for the paper: Verified Uncertainty Calibration. Ananya Kumar, Percy Liang, Tengyu Ma. NeurIPS 2019 (Spotlight).
metrics toolbox calibration
metrics toolbox calibration ece uncertainty-calibration calibration-library
Python
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MIT License
•21•152•8•1•Updated Nov 10, 2022Nov 10, 2022
dragon
Public
[NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining
Python
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Apache License 2.0
•46•0•0•0•Updated Oct 19, 2022Oct 19, 2022
LinkBERT
Public
[ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links
Python
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Apache License 2.0
•43•0•0•0•Updated Apr 5, 2022Apr 5, 2022
swords
Public
The Stanford Word Substitution (Swords) Benchmark
nlp benchmark swords
nlp benchmark swords lexical-substitution writing-assistant
Python
•6•33•3•1•Updated Mar 24, 2022Mar 24, 2022
composed_finetuning
Public
Code for the ICML 2021 paper "Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization" by Sang Michael Xie, Tengyu Ma, Per…
translation semi-supervised-learning image-generation
translation semi-supervised-learning image-generation structured-prediction ood-generalization
Python
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MIT License
•1•4•0•0•Updated Dec 28, 2021Dec 28, 2021
in-n-out
Public
Code for the ICLR 2021 Paper "In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness"
self-training robustness pre-training
self-training robustness pre-training out-of-distribution
Python
•0•13•1•0•Updated Oct 23, 2021Oct 23, 2021
gradual_domain_adaptation
Public
Python
•12•37•0•0•Updated Apr 16, 2021Apr 16, 2021
robust_tradeoff
Public
Code for the ICML 2020 paper "Understanding and Mitigating the Tradeoff Between Robustness and Accuracy", Aditi Raghunathan, Sang Michael Xie, Fanny Yang, John …
robustness adversarial-examples tradeoff
robustness adversarial-examples tradeoff
Python
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MIT License
•0•10•0•0•Updated Jan 4, 2021Jan 4, 2021