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100-times-faster-nlp

🚀100 Times Faster Natural Language Processing in Python - iPython notebook

categorical-word-embedding-with-gcn

GCN-based word embedding model, which utilizes information about the structure of sentences using dependencies parsing

conve

Convolutional 2D Knowledge Graph Embeddings resources

coreference-resolution

Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).

deeppath

code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

deeppath_pytorch

PyTorch Python3 implementation of the algorithm DeepPath

dgl-ke

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

flasht5

A fast implementation of T5/UL2 in PyTorch using Flash Attention

genre

Autoregressive Entity Retrieval

gitignore

A collection of useful .gitignore templates

gliner

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 24

hera

Deep Learning library bulit on top of JAX and inspired from PyTorch

kg-reeval

ACL 2020: A Re-evaluation of Knowledge Graph Completion Methods

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

naacl2022-rcl

neural-net-c

Neural networks implementation from scratch (C, CUDA)

neural_lib

Basic neural networks library written in Python for educational purposes

ng-video-lecture

oluwayelu

openbiolink-2021-embedding-baseline

pdf2customtable

Intelligent extraction tables from PDF documents

ptah

Information theory based approach for text classification, a very fast and robust method

qanda-with-transformers

r-bert

Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"

ragat

rcl-zs-bert

rocore

rust-neural-net

Neural nets from scratch on Rust

rust-ptic

Fast and accurate text classifier on Rust

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT