Papers with Code 아카이브

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/LorenzoAgnolucci/BERT_for_ABSA

https://github.com/LouisDumont/GCN---re-implementation

https://github.com/LoveYang/bert_test

https://github.com/Lukasz-G/Hydra

https://github.com/M-S-ALAM/Sarcastic-Comment-Detection

https://github.com/M155K4R4/fastText

https://github.com/MINGG2333/bert_ms

https://github.com/MJ-Jang/Paraphrase-Thought

https://github.com/MJahangeerQureshi/Text-Classification

https://github.com/MLH-Fellowship/Social-BERTerfly

https://github.com/MOHAMEDELDAKDOUKY/bert_adjusted

https://github.com/MS-Mind/MS-Code-01/tree/main/soft_masked_bert

https://github.com/MS-Mind/MS-Code-01/tree/main/textcnn

https://github.com/MS-P3/code5/tree/main/bert

https://github.com/MS-P3/code7/tree/main/xlm_roberta_xl

https://github.com/MS-P3/code7/tree/main/xlnet

https://github.com/MaZhiyuanBUAA/bert-tf1.4.0

https://github.com/MagnusXu/Speech-Emotion-Recognition-Capstone-Project

https://github.com/MalteHB/-l-ctra

https://github.com/ManasRMohanty/DS5500-capstone

https://github.com/MansMeg/IntroML

https://github.com/ManuelVs/NNForTextClassification

https://github.com/ManuelVs/NeuralNetworks

https://github.com/MarcosGrzeca/drunktweets

https://github.com/MartinMachac/TextClassification

https://github.com/MatthewSwahn/news-headlines-sarcasm-detector

https://github.com/Maysir/GRCN

https://github.com/MayukhSobo/Conv4RNN

https://github.com/Maz101/Bert

https://github.com/Maz101/pretrainingdataset

https://github.com/MeRajat/SolvingAlmostAnythingWithBert

https://github.com/Mees-Molenaar/protein_location

https://github.com/MehmetBarutcu/Streaming-Algorithm-for-Monotone-k-Submodular-Maximization-with-Cardinality-Constraints

https://github.com/Messham87/COVID_GAT

https://github.com/MhYao2014/HyperbolicEmbedding

https://github.com/MichaelZhouwang/LMlexsub