pengming617

text_matching

文本匹配的相关模型DSSM,ESIM,ABCNN,BIMPM等，数据集为LCQMC官方数据

bert_classification

利用bert预训练的中文模型进行文本分类 数据集中文情感分析语料chnsenticorp

bert_textMatching

利用预训练的中文模型实现基于bert的语义匹配模型 数据集为LCQMC官方数据

text_classification

关于文本分类的许多方法，主要涉及到TextCNN，TextRNN, LEAM, Transformer，Attention, fasttext, HAN等

LanguageModel

基于lstm，bilstm的language model 中文维基百科数据集

Quora-Insincere-Questions-Classification

ABCNN-tensorflow

An implementation of ABCNN from ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs Yin, W.; Schutze, H.; Xiang, B.; and Zhou, B.

bert_in_keras

在Keras下微调Bert的一些例子；some examples of bert in keras

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.

CPT

CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation

DataScience

ERNIE

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

Knover

Large-scale open domain KNOwledge grounded conVERsation system based on PaddlePaddle

language

Shared repository for open-sourced projects from the Google AI Language team.

MatchPyramid-for-semantic-matching

A simple Keras implementation of Paper "Text Matching as Image Recognition"

MatchPyramid-TensorFlow

A simple version of MatchPyramid implement in TensorFlow. Paper https://arxiv.org/abs/1602.06359.

natural-questions

R-net

R-net in PyTorch, with ELMo

RocketQA

🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.

transformers

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