Popular GitHub Repositories for Linguistic Variants

DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

?? Subtitles generation tool (Web-UI + CLI + Python package) powered by OpenAI's Whisper and its variants ??

SwissArmyTransformer is a flexible and powerful library to develop your own Transformer variants.

A highly optimized LLM inference acceleration engine for Llama and its variants.

Implementations of NeRF variants based on Taichi + PyTorch

Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

INTERSPEECH 2023-2024 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023-24 conference. Explore the latest advances in speech and language processing. Code included. Star the repository to support the advancement of speech technology!

PyNLPl, pronounced as 'pineapple', is a Python library for Natural Language Processing. It contains various modules useful for common, and less common, NLP tasks. PyNLPl can be used for basic tasks such as the extraction of n-grams and frequency lists, and to build simple language model. There are also more complex data types and algorithms. Moreover, there are parsers for file formats common in NLP (e.g. FoLiA/Giza/Moses/ARPA/Timbl/CQL). There are also clients to interface with various NLP specific servers. PyNLPl most notably features a very extensive library for working with FoLiA XML (Format for Linguistic Annotation).

Chainer implementation of recent GAN variants

Exploring attention weights in transformer-based models with linguistic knowledge.

ikan: many kan variants for every body

Code for "Aligning Linguistic Words and Visual Semantic Units for Image Captioning", ACM MM 2019

Variants of Vision Transformer and its downstream tasks

Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.

Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN

Deep Reinforcement Learning (DRL) agents applied to medical images

[BEA @ ACL 2023] General-purpose tool for linguistic features extraction; Tested on readability assessment, essay scoring, fake news detection, hate speech detection, etc.

PyTorch implementations of LSTM Variants (Dropout + Layer Norm)

[EMNLP 2021] LingFeat - A Comprehensive Linguistic Features Extraction ToolKit for Readability Assessment

? ChatLog: Recording and Analysing ChatGPT Across Time