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hyq-nlper's Projects

-baseline icon -baseline

高鲁棒性要求下的领域事件检测任务baseline,转化为ner的形式做任务

5th_laic_ner_baseline icon 5th_laic_ner_baseline

第五届**法研杯LAIC2022司法人工智能挑战赛,犯罪事实实体识别uie版本baseline

baseline icon baseline

高端装备制造知识图谱自动化构建技术评测任务baseline

build_vocab icon build_vocab

第五届达观杯中使用的是脱敏数据,如何根据脱敏数据创建bert的词典

ccks2021-nlp- icon ccks2021-nlp-

CCKS2021中文NLP地址相关性任务baseline,比赛首页https://tianchi.aliyun.com/competition/entrance/531901/introduction?spm=5176.12281925.0.0.3fb8713715O3HP

daguancup_-5th icon daguancup_-5th

第五届“达观杯” 基于大规模预训练模型的风险事件标签识别比赛,初赛A榜第四,最终排名第六。只用了单模nezha

kevinpro-nlp-demo icon kevinpro-nlp-demo

All NLP you Need Here. 超多的NLP实践demo。文本分类,对话机器人,Transformer, GPT实现,图神经网络GNN使用,对抗训练,摘要抽取,知识蒸馏,变分自编码器,快速文本检索,中文医疗QA,Denoise-Pretrain 的pytorch实现

medicalgpt icon medicalgpt

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型,实现包括二次预训练、有监督微调、奖励建模、强化学习训练。

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

text-classification-surveys icon text-classification-surveys

文本分类资源汇总,包括深度学习文本分类模型,如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等,浅层学习模型,如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集,如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD,评价指标,如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K,和技术挑战,包括多标签文本分类。

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