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bert-as-service

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

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

elmoformanylangs

Pre-trained ELMo Representations for Many Languages

entity-relation-extraction

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

ernie

An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)

fasttext

Library for fast text representation and classification.

paddlehub

Toolkit for Pre-trained Model Application of PaddlePaddle（『飞桨』预训练模型应用工具 ）

pytorch

qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

r-net

Tensorflow Implementation of R-Net

reflection_summary

算法理论基础知识应知应会

serving

A flexible, high-performance serving system for machine learning models

sklearn-doc-zh

:book: [译] scikit-learn（sklearn） 中文文档

tensorflow-

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

tf_tutorial_plus

Tutorials for TensorFlow APIs the official documentation doesn't cover

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

word-embedding

Word2vec, Fasttext, Glove, Elmo, Bert, Flair pre-train Word Embedding

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding