nicole-he Goto Github PK

awesome-bert

bert nlp papers, applications and github resources ， BERT 相关论文和 github 项目

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_paper_classification

Using Google BERT to classify biomedical papers

bimpm

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

biobert

BioBERT: a pre-trained biomedical language representation model

biosentvec

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

blue_benchmark

BLUE benchmark consists of five different biomedicine text-mining tasks with ten corpora.

checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

cnn_sentence

CNNs for sentence classification

cs231n.github.io

Public facing notes page

data-challenge

data-management-interface-design

deep-learning-for-nlp-resources

List of resources to get started with Deep Learning for NLP.

general_handouts

handwriting-digits-classification

icd-code-mapping

image-classification-using-cnn-and-keras

Classify images, specifically document images like ID cards, application forms, and cheque leafs, using CNN and the Keras libraries.

jh-kaggle-util

Jeff Heaton's Kaggle Utilities

leetcode

lexdecomp

LexDecomp is an implementation of the Answer Selection (AS) model proposed in the paper Sentence Similarity Learning by Lexical Decomposition and Composition, by (Wang et al., 2016).

machine-learning-algorithms

machine-learning-book

《机器学习宝典》包含：谷歌机器学习速成课程（招式）+机器学习术语表（口诀）+机器学习规则（心得）+机器学习中的常识性问题 （内功）。该资源适用于机器学习、深度学习研究人员和爱好者参考！

random_forests

This is the code for "Random Forests - The Math of Intelligence (Week 7)" By Siraj Raval on Youtube

scispacy

A full spaCy pipeline and models for scientific/biomedical documents.

sent2vec

General purpose unsupervised sentence representations

sentence-transformers

Sentence Embeddings with BERT & XLNet

singer_champion_prediction

snowball

Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)

text_classification

Text Classification Algorithms: A Survey