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atec

2018atec蚂蚁金服NLP智能客服比赛 16th/2632

bamnet

Code & data accompanying the NAACL2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"

bert-attributeextraction

USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。

bert-embedding

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

bert-multitask-learning

BERT for Multitask Learning

bert-token-embeddings

bert-use-demo

the demo for bert

bert-utils

BERT生成句向量，BERT做文本分类、文本相似度计算

bert_language_understanding

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

faiss_note

gnnpapers

Must-read papers on graph neural networks (GNN)

kaggle-quora-pairs

Implementation of 33th in Kaggle Competition - Quora Pairs

keras

Deep Learning for humans

lark

LAnguage Representations Kit

question-pairs-matching

第三届魔镜杯 智能客服问题相似性算法设计 第12名解决方案

quora_questionpairs_dl

Kaggle Competition: Using deep learning to solve quora's question pairs problem

simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

simsiam

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566

sqlova

text_classification

all kinds of text classification models and more with deep learning

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

textclassifier

Text classifier for Hierarchical Attention Networks for Document Classification

the-most-complete-dictionary-ever

The most complete Chinese dictionaries ever. 史上最全的中文分类词库，包含地理信息、电子游戏、工程应用、农林牧渔、人文科学、社会科学、生活百科、医学医药、艺术设计、娱乐休闲、运动休闲、自然科学等12大类的超级字典。

tianchi_nl2sql

首届中文NL2SQL挑战赛决赛第3名方案+代码

transformers

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

triplet-loss-mnist

Triplet Loss 损失函数