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albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

bi-lstm-crf-ner-tf2.0

Named Entity Recognition (NER) task using Bi-LSTM-CRF model implemented in Tensorflow 2.0(tensorflow2.0 +)

ccks-2020

CCKS 2020：新冠知识图谱构建与问答评测（四）新冠知识图谱问答评测

ccks2020-ckbqa

ccks2020-entity-linking

CCKS2020 Entity Linking

chinese-clip

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

cm-net

code of our EMNLP-19 Paper, CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding

convert-ernie-3.0-to-torch

convert ernie 3.0 to torch

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

docker_test

docker_test

fenci

freeswitch

FreeSWITCH is a Software Defined Telecom Stack enabling the digital transformation from proprietary telecom switches to a versatile software implementation that runs on any commodity hardware. From a Raspberry PI to a multi-core server, FreeSWITCH can unlock the telecommunications potential of any device.

gcn

Implementation of Graph Convolutional Networks in TensorFlow

graphembedding

Implementation and experiments of graph embedding algorithms.

jointbert

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

kenlm

KenLM: Faster and Smaller Language Model Queries

knowledgedistillation

A general framework for knowledge distillation

knowledgedistillation-1

Knowledge distillation in text classification with pytorch. 知识蒸馏，中文文本分类，教师模型BERT、XLNET，学生模型biLSTM。

llama-efficient-tuning

Easy-to-use fine-tuning framework using PEFT (PT+SFT+RLHF with QLoRA)

masr

中文语音识别; Mandarin Automatic Speech Recognition;

nce-loss

Tensorflow NCE loss in Keras

nlp_chinese_corpus

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

nlp_datasets

中文NLP数据集

nlpcorpus

收集各种NLP数据集的链接

pdfplumber

Plumb a PDF for detailed information about each char, rectangle, line, et cetera — and easily extract text and tables.

r-drop

R-Drop方法在中文任务上的简单实验

rate-limit

用于限流的令牌桶算法，漏桶算法（Python实现）

sentiment-classification-by-bert

Sentiment classification by BERT on own data

softmaskedbert

Soft-Masked Bert 复现论文:https://arxiv.org/pdf/2005.07421.pdf

text-generation

text generation based on book Winston Churchil