HILDIF

HILDIF library (InterNLP 2021 Worshop)

Needed libraries

• transformers-4.3.3
• faiss-1.5.3
• TextAugment-1.3.4
• contexttimer-0.3.3
• pytorch-pretrained-bert-0.6.2
• fast-influence-functions from https://github.com/salesforce/fast-influence-functions

Running the debugging pipeline

augment_without_user should be first run in order to create logs of influential samples for some anchor points. User can then score influential samples for later finetuning using the from_log_retrain_with_user function.