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Yan Xiang's Projects

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

bertcner icon bertcner

Chinese clinical named entity recognition using pre-trained BERT model

deepner icon 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

doubanmovierecommendationsystem icon doubanmovierecommendationsystem

:movie_camera: 豆瓣电影推荐系统(Douban Movie Recommendation System)根据豆瓣电影数据以及豆瓣用户的观影和影评数据,使用基于物品的协同过滤算法对用户进行个性化推荐,并设计GUI进行用户交互。

emlm icon emlm

This is the code for our ACL 2021 paper entitled eMLM: A New Pre-training Objective for Emotion Related Tasks

erc icon erc

Emotion recognition in conversation

flat-ner icon flat-ner

code for ACL2020:《FLAT: Chinese NER Using Flat-Lattice Transformer》 我注释&修改&添加了部分源码,使得大家更容易复现这个代码。

ft-w2v2-ser icon ft-w2v2-ser

Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition

gplinker icon gplinker

基于GlobalPointer的实体/关系/事件抽取

mmer icon mmer

Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition

ner icon ner

命名实体识别实践与探索

nlpcda icon nlpcda

一键中文数据增强包 ; NLP数据增强、bert数据增强、EDA:pip install nlpcda

pytorch-loss icon pytorch-loss

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

simcse icon simcse

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

synocn icon synocn

中文近义词表 Chinese Synonyms

synonyms icon synonyms

:herb: 中文近义词:聊天机器人,智能问答工具包

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