Ingvarstep

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

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.

GLiNER.js

GLiNER inference in JavaScript

GLiNER.cpp

C++ inference engine for running GLiNER (Generalist and Lightweight Named Entity Recognition) models

LiqFit

Efficient few-shot learning with cross-encoders.

TurboT5

Truly flash T5 realization!

GLiNER

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

Ingvarstep/GLiNER.js

GLiNER inference in JavaScript

Ingvarstep/Categorical-word-embedding-with-GCN

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

Ingvarstep/openbiolink-2021-embedding-baseline

Ingvarstep/QandA-with-transformers

Ingvarstep/rust-ptic

Fast and accurate text classifier on Rust

Ingvarstep/spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

Ingvarstep/spaCy-entity-linker

spaCy module for linking text to Wikidata items

Ingvarstep/UFS-algorithm

UFS is an unsupervised feature selection algorithm.

Ingvarstep/neural_lib

Basic neural networks library written in Python for educational purposes

Ingvarstep/SimpleTransformers

Simple reconstruction of transformers architecture togather with WordPiece tokenizer for educational purposes.

Ingvarstep/coreference-resolution

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

Ingvarstep/flashT5

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

Ingvarstep/GENRE

Autoregressive Entity Retrieval

Ingvarstep/gitignore

A collection of useful .gitignore templates

Ingvarstep/GLiNER

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

Ingvarstep/hera

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

Ingvarstep/micrograd

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

Ingvarstep/NAACL2022-RCL

Ingvarstep/neural-net-c

Neural networks implementation from scratch (C, CUDA)

Ingvarstep/ng-video-lecture

Ingvarstep/Oluwayelu

Ingvarstep/PDF2CustomTable

Intelligent extraction tables from PDF documents

Ingvarstep/rcl-zs-bert

Ingvarstep/RoCORE

Ingvarstep/rust-neural-net

Neural nets from scratch on Rust

Ingvarstep/sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

Ingvarstep/setfit

Efficient few-shot learning with Sentence Transformers

Ingvarstep/telegram-comments-analysis

This project is dedicated to the analysis of comments from Telegram using GPT-like models. It includes calling Telegram API and OpenAI GPT3-turbo and following analysis and visualization of the data.

Ingvarstep/text2table

Simple annotation tool for extraction tables from the text

Ingvarstep/transformers.js

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!