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an-attentive-neural-model-for-labeling-adverse-drug-reactions

An Attentive Neural Sequence Labeling Model for Adverse Drug Reactions Mentions Extraction

anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

artificial_intelligence_2018

artificial_intelligence_2019

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning

bert-chinese-ner

使用预训练语言模型BERT做中文NER

bert-classification-tutorial

bert-ner

Use google BERT to do CoNLL-2003 NER !

bert_language_understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

bert_ner

基于bert的ner，使用bilstm+crf

cged_neuro

cged_neuro

classifier_bilstm_attention.py

crf

keras implementation of conditional random field

crf-layer-on-the-top-of-bilstm

The CRF Layer was implemented by using Chainer 2.0. Please see more details here: https://createmomo.github.io/2017/09/12/CRF_Layer_on_the_Top_of_BiLSTM_1/

cs291k

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

deeplearningmovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dice_loss

Read 'Dice Loss for Data-imbalanced NLP Tasks' this evening and try to implement it

ekphrasis

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting hashtags) and spell correction, using word statistics from 2 big corpora (english Wikipedia, twitter - 330mil english tweets).

focal-loss

Focal loss for Dense Object Detection

focal_loss_multi_class

mutil-class focal loss implemented in keras

focal_loss_pytorch

A PyTorch Implementation of Focal Loss.

focalloss-mxnet

keras-contrib

Keras community contributions

keras-elmo

How to use ELMo embeddings in Keras with Tensorflow Hub

keras_ensemblng

Ensembling ConvNets using Keras

lan

Hierarchically-Refined Label Attention Network for Sequence Labeling

learn

learn_SemEval_task9_A