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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/lyon-nlp/mteb-french

https://github.com/macco3k/deepstories

https://github.com/machine-learning-study-group/movie-sentiment-analysis

https://github.com/madhawav/MML

https://github.com/maexe/linspector-web

https://github.com/magic-lantern/nlp-transfer-learning

https://github.com/mahendrathapa/graph-convolution-network

https://github.com/mahequn001/graphlearning/tree/master/model_zoo/gcn

https://github.com/mahsa91/GKD

https://github.com/mahsa91/RA-GCN

https://github.com/makcedward/nlpaug

https://github.com/maknotavailable/pytorch-pretrained-bert

https://github.com/mamamot/Russian-ULMFit

https://github.com/manideep2510/siamese-BERT-fake-news-detection-LIAR

https://github.com/manuelladron/Ambiguity-in-Computational-Creativity

https://github.com/marble0117/GNN_models_pytorch

https://github.com/marble0117/GNN_models_pytorch_geometric

https://github.com/marblet/GNN_models_pytorch_geometric

https://github.com/marblet/gat-pytorch

https://github.com/marekrei/mltagger

https://github.com/marfoq/unsupervised_translator

https://github.com/marshsh/SMH-extended

https://github.com/martinambition/IntentClassificationBenchmark

https://github.com/martinomensio/spacy-universal-sentence-encoder

https://github.com/masukislam/DS8008_NLP

https://github.com/maximilianahrens/scholar4regression

https://github.com/maxudong1993/mybert

https://github.com/mayank-git-hub/Text-Recognition

https://github.com/mayurnewase/Quora-Bert

https://github.com/mdaniluk/language-detector

https://github.com/meelfy/pytorch_pretrained_bert

https://github.com/megagonlabs/rotom

https://github.com/meizi1114/bert

https://github.com/meliketoy/graph-cnn.pytorch

https://github.com/memray/OpenNMT-kpg-release

https://github.com/memray/llm_phrase_semantics