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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/AbhishekD15/Sentiment-Analysis_BERT

https://github.com/AdamStein97/Semi-Supervised-BERT-NER

https://github.com/Adapter-Hub/adapter-transformers

https://github.com/AhmedHlel/soen691-topk-topics

https://github.com/AhmedYounes94/Semi-supervised-BERT-NER

https://github.com/Alihassan7726/Fine-tuning-BERT-for-semantic-sentence-pairs-classification

https://github.com/Alihassan7726/Multi-Class-classification-using-BERT-

https://github.com/Alleansa/eluvio

https://github.com/Alpha-Innovator/StructEqTable-Deploy

https://github.com/AmrElsersy/Emotions-Recognition

https://github.com/Anak2016/GAT

https://github.com/AnanyaKumar/verified_calibration

https://github.com/Andreas12321/Est-Cert-Final

https://github.com/Andyeyeye/MTANet

https://github.com/AngusMonroe/GAT-pytorch

https://github.com/AnneDirkson/FuzzyBIO

https://github.com/Anou9531/GAT

https://github.com/AntheaLi/cs224nProject

https://github.com/Antonildo43/Classifica-o-de-textos-com-doc2Vec

https://github.com/AnttiKarlsson/finnish_ulmfit

https://github.com/AnyiRao/WordAdver

https://github.com/ArdalanM/nlp-benchmarks

https://github.com/Ardavans/sHDP

https://github.com/Arikskigin/Lda2vec_Implementation

https://github.com/Arnav382/sentiment-analysis

https://github.com/Arnav382/sentiment-analysis-of-Telecom-industry-of-India

https://github.com/ArneDefauw/BERT_doc_classification

https://github.com/Arthurizijar/Bert_Airport

https://github.com/ArvinZhuang/BiTAG

https://github.com/AryaAftab/rotary-embedding-tensorflow

https://github.com/AsaCooperStickland/Bert-n-Pals

https://github.com/AshwinDeshpande96/Hierarchical-Softmax

https://github.com/Aspire-Mayank/Top-Deep-Learning-Stuffs

https://github.com/Asteur/someChatbot

https://github.com/AtmaHou/MetaDialog

https://github.com/AutomatedProgramRepair-2021/dear-auto-fix