jozhouxian

jozhouxian's Stars

• km1994/nlp_paper_study

  该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

  Language:C++3.9k659

• thunlp/OpenKE

  An Open-Source Package for Knowledge Embedding (KE)

  Language:Python3.9k983

• thunlp/PLMpapers

  Must-read Papers on pre-trained language models.

  3.3k436

• iwangjian/Paper-Reading-ConvAI

  📖 Paper reading list in conversational AI (constantly updating 🤗).

  991162

• zergtant/pytorch-handbook

  pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

  Language:Jupyter Notebook20.5k5.4k

• AdeDZY/DeepCT

  DeepCT and HDCT uses BERT to generate novel, context-aware bag-of-words term weights for documents and queries.

  Language:Python31446

• BitVoyage/FastBERT

  对ACL2020 FastBERT论文的复现，论文地址:https://arxiv.org/pdf/2004.02178.pdf

  Language:Python19241

• baidu/AnyQ

  FAQ-based Question Answering System

  Language:C++2.6k671

• huawei-noah/vega

  AutoML tools chain

  Language:Python848177

• salesforce/awd-lstm-lm

  LSTM and QRNN Language Model Toolkit for PyTorch

  Language:Python2k487

• tacchinotacchi/distil-bilstm

  Scripts to train a bidirectional LSTM with knowledge distillation from BERT

  Language:Python15822

• IntelLabs/distiller

  Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

  Language:Jupyter Notebook4.4k800

• dkozlov/awesome-knowledge-distillation

  Awesome Knowledge Distillation

  3.5k495

• qiangsiwei/bert_distill

  BERT distillation（基于BERT的蒸馏实验 ）

  Language:Python30985

• castorini/hedwig

  PyTorch deep learning models for document classification

  Language:Python596126

• autoliuweijie/FastBERT

  The score code of FastBERT (ACL2020)

  Language:Python60590

• ymcui/Chinese-BERT-wwm

  Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

  Language:Python9.8k1.4k

• FudanNLP/nlp-beginner

  NLP上手教程

  5.9k1.3k

• thunlp/OpenMatch

  An Open-Source Package for Information Retrieval.

  Language:Python44843

• Hironsan/bertsearch

  Elasticsearch with BERT for advanced document search.

  Language:Python901203

• google-research/bert

  TensorFlow code and pre-trained models for BERT

  Language:Python38.5k9.6k

• brightmart/nlp_chinese_corpus

  大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

  9.6k1.5k

• brightmart/roberta_zh

  RoBERTa中文预训练模型: RoBERTa for Chinese

  Language:Python2.6k410

• google-research/albert

  ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

  Language:Python3.3k570

• NLP-LOVE/ML-NLP

  此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

  Language:Jupyter Notebook16.2k4.6k

• sebastian-hofstaetter/matchmaker

  Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch

  Language:Python26230

• tensorflow/ranking

  Learning to Rank in TensorFlow

  Language:Python2.8k476

• nyu-dl/dl4marco-bert

  Language:Python47887

• Georgetown-IR-Lab/OpenNIR

  An end-to-end neural ad-hoc ranking pipeline.

  Language:Python15125

• zihangdai/xlnet

  XLNet: Generalized Autoregressive Pretraining for Language Understanding

  Language:Python6.2k1.2k