Yan Xiang's Projects
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。
Chinese clinical named entity recognition using pre-trained BERT model
100+ Chinese Word Vectors 上百种预训练中文词向量
Study
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
: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。
This is the code for our ACL 2021 paper entitled eMLM: A New Pre-training Objective for Emotion Related Tasks
Emotion recognition in conversation
code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer
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。
Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition
基于GlobalPointer的实体/关系/事件抽取
Multimodal Emotion Recognition in Conversation Challenge( CCAC 2023)
Study
MeetAI - machine learning workshop
Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition
命名实体识别实践与探索
NEZHA: Neural Contextualized Representation for Chinese Language Understanding
一键中文数据增强包 ; NLP数据增强、bert数据增强、EDA:pip install nlpcda
汉字转拼音(pypinyin)
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
using bilstm-crf,bert and other methods to do sequence tagging task
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings
中文近义词表 Chinese Synonyms
:herb: 中文近义词:聊天机器人,智能问答工具包