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Text Classification

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

하위 태스크: 16
평가표: 101
보존된 평가 기록: 341

Text Classification is the task of assigning a sentence or document an appropriate category. The categories depend on the chosen dataset and can range from topics.

Text Classification problems include emotion classification, news classification, citation intent classification, among others. Benchmark datasets for evaluating text classification capabilities include GLUE, AGNews, among others.

In recent years, deep learning techniques like XLNet and RoBERTa have attained some of the biggest performance jumps for text classification problems.

<span style="color:grey; opacity: 0.6">( Image credit: Text Classification Algorithms: A Survey )</span>

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

Text Classification

코드

https://github.com/hate-alert/indicabusive

https://github.com/haydlite/sparse-bert-ner

https://github.com/hazdzz/GCN

https://github.com/hazdzz/SGC

https://github.com/hazdzz/SSGC

https://github.com/hazyresearch/flash-attention

https://github.com/hc495/staicc

https://github.com/heekhero/DTL

https://github.com/hegebharat/SelfDiscovery

https://github.com/hegebharat/sentiment-Analysis-for-German-Datasets

https://github.com/helboukkouri/character-bert

https://github.com/helenabalabin/covid-19-document-classification

https://github.com/helmy-elrais/RoBERT_Recurrence_over_BERT

https://github.com/heraclex12/VLSP2020-Fake-News-Detection

https://github.com/heraclex12/vietpunc

https://github.com/heye0507/individualNLPClassifier

https://github.com/hi-underworld/Imformation-Retrieval-weekly-report

https://github.com/hieudepchai/BERT_IE

https://github.com/hithisisdhara/doc2vec

https://github.com/hiyouga/hiyouga

https://github.com/hjzzang/ETM

https://github.com/hkuds/easyrec

https://github.com/hkunlp/symgen

https://github.com/hle027/IR-Competition

https://github.com/hlt-maia/emotion-transformer

https://github.com/hmohebbi/TF-Adapter-BERT

https://github.com/hoangcuongnguyen2001/scibert-for-technique-classification

https://github.com/hoangtrungchinh/Bert-SQuAD-v2

https://github.com/hoichunlaw/COVID-BERT

https://github.com/hollance/reliability-diagrams

https://github.com/hongshengxin/Induction_network

https://github.com/hooshvare/parsbert-ner

https://github.com/horizonheart/ELMO

https://github.com/hpanwar08/sentence-classification-pytorch

https://github.com/hshrimp/EDA4Chinese

https://github.com/hshrimp/EDA_BackTranslate_For_Chinese