prompt-tuning topic

List prompt-tuning repositories

memprompt

324
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13
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A method to fix GPT-3 after deployment with user feedback, without re-training.

P-tuning

901
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113
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A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.

OFA

2.3k
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247
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Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

LMaaS-Papers

520
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32
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Awesome papers on Language-Model-as-a-Service (LMaaS)

P-tuning-v2

1.9k
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188
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An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks

NOAH

205
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11
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Searching prompt modules for parameter-efficient transfer learning.

A curated list of prompt-based paper in computer vision and vision-language learning.

prompt-tuning

628
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57
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Original Implementation of Prompt Tuning from Lester, et al, 2021

KnowPrompt

191
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34
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[WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction

DART

125
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16
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[ICLR 2022] Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners