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semantic_understanding_summary

语义理解模型信息汇总

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

sentence_bert_chinese

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

sentiment-recognization

情感分类相关资料

simcse

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings

soft-masked-bert-for-spelling-error-correction

A third-party implementation of paper《Spelling Error Correction with Soft-Masked BERT》using tensorflow==1.12.0

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

summary_about_models

总结现有的NLP，对齐进行介绍

synonyms

:herb: 中文近义词：聊天机器人，智能问答工具包

tagger_rewriter

对话改写介绍文章

text-classification-mutli-label

多标签文本分类

text-similarity

文本相似度（匹配）计算，提供Baseline、训练、推理、指标分析...代码包含TensorFlow/Pytorch双版本

text_matching

常用文本匹配模型tf版本，数据集为QA_corpus，持续更新中

textcnn

A simple TextCNN pytorch implementation

the-art-of-asking-chatgpt-for-high-quality-answers-a-complete-guide-to-prompt-engineering-technique

ChatGPT提问技巧

tianchi_ogeek

在搜索业务下有一个场景叫实时搜索（Instance Search）,就是在用户不断输入过程中，实时返回查询结果。 此次赛题来自OPPO手机搜索排序优化的一个子场景，并做了相应的简化，意在解决query-title语义匹配的问题。简化后，本次题目内容主要为一个实时搜索场景下query-title的ctr预估问题。

time_nlp

Time-NLP的python3版本 中文时间表达词转换

toolformer-pytorch

Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI

topicshare

transformer-pointer-generator-master

文本摘要生成

transformers-blenderbot-cn

基于transformers的开源Facebook中的blenderbot训练中文聊天机器人

two_sentences_classifier

Bert分类，语义相似度，获取句向量。

uer-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

vqa

CloudCV Visual Question Answering Demo

vqa2.0-recent-approachs-2018.pytorch

A pytroch reimplementation of "Bilinear Attention Network", "Intra- and Inter-modality Attention", "Learning Conditioned Graph Structures", "Learning to count object", "Bottom-up top-down" for Visual Question Answering 2.0

vqa_to_multimodal_survey

Update 2020

w2ner

Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification

xmnlp

xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首等功能

zhihu_code