zhihao-chen's repositories
bert_of_thesues_examination
在ner任务上实验bert_of_thesues论文里的蒸馏方案
ABSA-PyTorch
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
actnn
ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training
BERT-whitening
简单的向量白化改善句向量质量
bert4keras
keras implement of transformers for humans
clean-dialog
A framework for cleaning Chinese dialog data
CPM-Generate
Chinese Pre-Trained Language Models (CPM-LM) Version-I
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
faiss
A library for efficient similarity search and clustering of dense vectors.
FastBERT
The score code of FastBERT (ACL2020)
FastBERT-1
对ACL2020 FastBERT论文的复现，论文地址:https://arxiv.org/pdf/2004.02178.pdf
fastseq
An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks.
imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
LEBERT
Code for the ACL2021 paper "Lexicon Enhanced Chinese Sequence Labelling Using BERT Adapter"
lightseq
LightSeq: A High Performance Inference Library for Sequence Processing and Generation
NLP-Interview-Notes
本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含 自然语言处理各领域的 面试题积累。
NLPer-Interview
该仓库主要记录 NLP 算法工程师相关的面试题
Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
PyABSA
BERT / LCF based aspect term extraction and aspect sentiment classification research toolbox (基于BERT / LCF的方面术语提取和方面情感分类工具)
python_data_structures_and_algorithms
Python 中文数据结构和算法教程
pytorch-loss
label-smooth, amsoftmax, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
pytorch-summary
Model summary in PyTorch similar to `model.summary()` in Keras
Research
novel deep learning research works with PaddlePaddle
Senta
Baidu's open-source Sentiment Analysis System.
simbert
a bert for retrieval and generation
spert
PyTorch code for SpERT: Span-based Entity and Relation Transformer
xf_event_extraction2020Top1
科大讯飞2020事件抽取挑战赛第一名解决方案&完整事件抽取系统