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arcii-for-matching-natural-language-sentences

A simple Keras implementation of ARC-II model proposed by paper "Convolutional Neural Network Architectures for Matching Natural Language Sentences"

autoscaler

Autoscaling components for Kubernetes

birch

Document ranking via sentence modeling using BERT

cedr

Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.

cedr_tpu

replicate the CEDR: Contextualized Embeddings for Document Ranking code on TPU

colbert

ColBERT: Contextualized Late Interaction over BERT (code for SIGIR'20 paper)

deep_text_matching

implementation several deep text match (text similarly) models for keras . cdssm, arc-ii,match_pyramid, mvlstm ,esim, drcn ,bimpm, bert, albert, raberta

gensim

Topic Modelling for Humans

ml_material

机器学习基础课程资料下载

ml_project_material

机器学习基础配套项目实战课程资料

multiturndialogzoo

Multi-turn dialogue baselines written in PyTorch

parade

python_material

python课程资料下载

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch_material

Pytorch基础入门课程资料

simpletransformers

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

text_matching

常用文本匹配模型tf版本，数据集为QA_corpus，持续更新中

textmatching

Methods about Deep Learning for Text Matching