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deeplearning-models

A collection of various deep learning architectures, models, and tips

deid-training-data

Privacy-preserving representations of training data for de-identification

delete_retrieve_generate

PyTorch implementation of the Delete, Retrieve Generate style transfer algorithm

devsbasednn

DEVS Based Artificial Neural Networks

differential-privacy-vs-fairness

Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19

diversefewshot_amazon

dnnc-few-shot-intent

Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference

dpnlp

e2e_dialog_challenge

End-To-End Task-Completion Dialogue Challenge

embedding-tests

episodic-dg

This is the repo for the paper "Episodic Training for Domain Generalization" https://arxiv.org/abs/1902.00113

feature_critic

Feature-Critic Networks for Heterogeneous Domain Generalisation

few-nerd

Few-NERD

fewshottagging

Code for ACL2020 paper: Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network

finetune-hf-vits

Finetune VITS and MMS using HuggingFace's tools

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

flores

Facebook Low Resource (FLoRes) MT Benchmark

ftac

FTAC text

glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

glove-pytorch

A simple PyTorch implementation for "Global Vectors for Word Representation".

glove.py

Python implementation of GloVe word embedding algorithm (Pennington et al., 2014) for educational purposes

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

hornmt

Machine translation (MT) benchmark dataset for languages in the Horn of Africa.

how-to-distill-your-bert

Code for the paper: How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives (ACL 2023)

hstm

Code and data for "Heterogeneous Supervised Topic Models"

jointbert

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

kb_bart

Pretraining scripts for BART transformer model

langrank

A program to choose transfer languages for cross-lingual learning

language-style-transfer

learn2learn

A PyTorch Library for Meta-learning Research