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multi-bioner

Cross-type Biomedical Named Entity Recognition with Deep Multi-task Learning (Bioinformatics'19)

mutational-semantics-neurips2020

Learning mutational semantics

ncbo_rest_sample_code

Sample code that demonstrates the use of the NCBO REST services

news-graph

Key information extraction from text and graph visualization

nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

nlp_entailment

Deep Learning for Textual Entailment Generation

obo-tutorial

A tutorial on using Open Biological and Biomedical Ontologies (OBO)

oie-benchmark

Framework for converting QA-SRL to Open-IE and evaluating Open IE parsers.

one-graph-to-rule-them-all

Repository for our CHR 22 Paper "One Graph to Rule them All: Using NLP and Graph Neural Networks to analyse Tolkien’s Legendarium"

opennmt-py

Open Source Neural Machine Translation in PyTorch

pycodesuggest

Learning to Auto-Complete using RNN Language Models

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_beam_search

A simple library that implements search algorithms for sequence models written in PyTorch.

real-biocr

Concept Recognition System for Ontology-based Annotations

reborn

regression

This application constitutes a didactic modeling process. The user can try to perform a linear regression model based on the ordinary least squares method step by step. The application addresses a safety problem in the rural areas of Antioquia - Colombia. Through variables related to education, sport and safety itself, we seek to obtain a statistically valid model with a good adjusted R squared.

r_app

semi-supervised-pytorch

Implementations of various VAE-based semi-supervised and generative models in PyTorch

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

sna_projects

Network Analysis of international land market data.

sql-algorithms

This repository contains supplementary code for the paper: Machine Learning, Linear Algebra and More: Is SQL All You Need?

subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

supervised-oie

Code for training a Neural Open IE model (NAACL2018)

tape

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.

transformers-tutorials

Github repo with tutorials to fine tune transformers for diff NLP tasks

transition-amr-parser

SoTA Abstract Meaning Representation (AMR) parsing with word-node alignments in Pytorch. Includes checkpoints and other tools such as statistical significance Smatch.

whiteboard

FORMCEPT Whiteboard used by developers for developers

wikinewskeyphrasecorpus

A corpus built for the evaluation of automatic keyphrase extraction systems.