lizhiustc

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

DALL-E

PyTorch package for the discrete VAE used for DALL·E.

DALLE-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

nlpaug

Data augmentation for NLP

TextAttack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

BIG-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

OFA

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

Awesome-Text-to-Image

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

DiffusionDet

[ICCV2023 Best Paper Finalist] PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)

make-a-video-pytorch

Implementation of Make-A-Video, new SOTA text to video generator from Meta AI, in Pytorch

FLAN

automatic_prompt_engineer

DataAug4NLP

Collection of papers and resources for data augmentation for NLP.

OpenAttack

An Open-Source Package for Textual Adversarial Attack.

LMaaS-Papers

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

laion-prepro

Get hundred of million of image+url from the crawling at home dataset and preprocess them

vokenization

PyTorch code for EMNLP 2020 Paper "Vokenization: Improving Language Understanding with Visual Supervision"

miracl

A large-scale multilingual dataset for Information Retrieval. Thorough human-annotations across 18 diverse languages.

UVR-NMT

Neural Machine Translation with universal Visual Representation (ICLR 2020)

xTune

Crisscrossed-Captions

Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO

fairseq_mmt

This code repository is for the accepted ACL2022 paper "On Vision Features in Multimodal Machine Translation". We provide the details and scripts for the proposed probing tasks. We hope the code could help those who want to research on the multimodal machine translation task.

DCCN

Code for "Dynamic Context-guided Capsule Network for Multimodal Machine Translation" （ACM MM2020）

PLUVR

Code for ACL 2022 main conference paper "Neural Machine Translation with Phrase-Level Universal Visual Representations".

LNMT-CA

Code for EMNLP 2022 main conference paper "Low-resource Neural Machine Translation with Cross-modal Alignment".

cipherdaug-nmt

Official code for the paper CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation published at ACL 2022 main conference.

paradise

PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining (NAACL 2022), Machel Reid and Mikel Artetxe

fairseq-cipherdaug

A fairseq fork with breaking changes for CipherDAug nmt.

-Convex-optimization