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bern2

BERN2: an advanced neural biomedical namedentity recognition and normalization tool

bidaf

Reimplementation Bi-Directional Attention Flow for Machine Comprehension

biobert-pytorch

PyTorch Implementation of BioBERT

biogpt

bond

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

compare-common-model

Comparing Hierarchical Softmax, CBOW, Skipgram, Negative Sampling, Subsampling with text8 dataset

datasets

A collection of datasets ready to use with TensorFlow

densephrases

ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too

docner

document-level named entity recognition for consistent predictions

few-nerd

Few-NERD

kilt

Library for Knowledge Intensive Language Tasks

lama

LAnguage Model Analysis

lstm-char-cnn

Re-implementation of Character-Aware Neural Language Models

minstar.github.io

models

Models and examples built with TensorFlow

mpi_learn

Distributed learning with mpi4py

nlp_paper_study

Natural Language Processing Paper Study

pmi

code for "Regularizing Models via Pointwise Mutual Information for Named Entity Recognition"

pytorch-cifar

95.47% on CIFAR10 with PyTorch

tf-idf

TF-IDF python code with 60 documents

transformer

Re-implementation of Attention Is All You Need

vardrugpub_improve_mtl

improve vardrugpub model of BRAN using Multi Task Learning