NiceMartin's repositories
BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
bert-han
Hierarchical-Attention-Network
BERT-NER
Pytorch-Named-Entity-Recognition-with-BERT
BERT-NER-Pytorch
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
BERT-whitening-pytorch
Pytorch version of BERT-whitening
bert_seq2seq
pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持t5模型，支持GPT2进行文章续写。
bert_siamese_similarity
采用bert作为编码器实现孪生网络
BertSimilarity
Computing similarity of two sentences with google's BERT algorithm。利用Bert计算句子相似度。语义相似度计算。文本相似度计算。
CDAC-plus
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement (AAAI2020)
Chinese-Text-Classification-Pytorch
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。
ckip-transformers
CKIP Transformers
CogLTX
The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"
DeepNER
天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch
Flat-Lattice-Transformer
code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer
hedwig
PyTorch deep learning models for document classification
HiAGM
Hierarchy-Aware Global Model for Hierarchical Text Classification
JointBERT
Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
MatchZoo-py
Facilitating the design, comparison and sharing of deep text matching models.
nlp_xiaojiang
自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用
pytorch-cookbook
pytorch常用代码段、踩过的坑、小技巧整理，不定期更新中
SIFRank_zh
基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）
SimCSE
SimCSE: Simple Contrastive Learning of Sentence Embeddings
Text-Classification
PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类
TimeSeries
Implementation of deep learning models for time series in PyTorch.
transformer-time-series-prediction
proof of concept for a transformer-based time series prediction model