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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/subercui/pyGConvAT

https://github.com/sucheta19/Text-Classification-Using-CNN

https://github.com/sud0301/my_uda_pytorch

https://github.com/sunginmkone/AWS_Training_NLP

https://github.com/sunxiaobei/mindspore_gallery/tree/main/grl/gcn

https://github.com/sunyilgdx/prompts4keras

https://github.com/sunzeyeah/rlhf

https://github.com/superaidou123/face_classification

https://github.com/surancy/nlp-classification-with-BERT

https://github.com/suzhiba/SimpleRecurrentUnits-SRU-

https://github.com/svakulenk0/response_eval

https://github.com/svjan5/CNN-for-text-classification

https://github.com/sydney-machine-learning/sentimentanalysis-uselections

https://github.com/syyunn/node2vec

https://github.com/tahasamavati/facial_expression_recognition_cnn

https://github.com/taishan1994/pytorch_gat

https://github.com/tamsiuhin/oppu

https://github.com/tanmaylaud/Patient_Conversation_Classifier_FastAI

https://github.com/tanvir-ishraq/healifyai--llm-based-healthcare-system

https://github.com/tatp22/pytorch-fast-GAT

https://github.com/tcnguyen/bert

https://github.com/tdd-ai/data-collection

https://github.com/tdiggelm/nn-experiments

https://github.com/teghub/TurkishNER-BERT

https://github.com/tensorflow/models/tree/master/official/nlp

https://github.com/tensorflow/models/tree/master/official/nlp/projects/bigbird

https://github.com/tensorflow/models/tree/master/research/adversarial_text

https://github.com/tetsu9923/scireviewgen

https://github.com/textflint/textflint

https://github.com/textvec/textvec

https://github.com/thaihungle/UW-DNC

https://github.com/thanhlong1997/bert_quora

https://github.com/thanhtrunghuynh93/pygcn

https://github.com/the-Quert/iNLPfun

https://github.com/theQuert/inlpfun

https://github.com/thecodemasterk/BERT