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anandanne's Projects

plamtral icon plamtral

PLaMTraL - A transfer learning library for pre-trained language models

poisoned-prompt-tuning icon poisoned-prompt-tuning

This is the implementation of our paper 'PPT:Bakcdoor Attacks on Pre-trained Models via Poisoned Prompt Tuning', accepted by the IJCAI 2022.

powerfulpromptft icon powerfulpromptft

This is the repository for the paper titled "Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner"

prefixtuning icon prefixtuning

Prefix-Tuning: Optimizing Continuous Prompts for Generation

pretraining_analysis icon pretraining_analysis

Code for the NeurIPS 2021 paper "Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning"

prompt-qa icon prompt-qa

Prompt_based linear-probing fine-tuning on cross-domain QA

prompt-tuning-2 icon prompt-tuning-2

Implementation of "The Power of Scale for Parameter-Efficient Prompt Tuning"

prompt-tuning-3 icon prompt-tuning-3

Implementation of "The Power of Scale for Parameter-Efficient Prompt Tuning"

prompt-tuning-nml icon prompt-tuning-nml

Implementation of some neural machine translation models using both fine-tuning and prompt-tuning techniques

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