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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/Autonise-AI/Text-Recognition

https://github.com/Aveek-Saha/Graph-Attention-Net

https://github.com/BIG-S2/keras-gnm

https://github.com/BPYap/Question-Generation

https://github.com/BUTSpeechFIT/BaySMM

https://github.com/Bhavneet1492/Anytime-Active-Learning

https://github.com/BinWang28/BERT_Sentence_Embedding

https://github.com/BinWang28/SBERT-WK-Sentence-Embedding

https://github.com/BingYu94860/HGNN-Node-Classification

https://github.com/Bingo-W/Personalisation-in-LLM

https://github.com/BirgerMoell/bertcastle

https://github.com/BordiaS/layoutlm

https://github.com/BroCoLySTyLe/SQLovaReview

https://github.com/COMP6248-Reproducability-Challenge/Differentiables_FastAccurateTextClassification

https://github.com/CVxTz/music_genre_classification

https://github.com/CZWin32768/xnlg

https://github.com/CaedenZ/distractionModel

https://github.com/Caesarzhang/bert-zh

https://github.com/CatherineWong/dancin_seq2seq

https://github.com/Charliesgithub20221030/BERT

https://github.com/Cheneng/DPCNN

https://github.com/ChengSashankh/trying-GAT

https://github.com/ChengyuSun/gat

https://github.com/ChingHuanChiu/sensitive

https://github.com/Chonwai/Learning_BERT

https://github.com/ClaudiaRaffaelli/Protein-subcellular-localization

https://github.com/Coda-s/BJTU_NLP_Practice

https://github.com/CodeChefVIT/VOID

https://github.com/CogComp/BenchmarkingZeroShot

https://github.com/Colanim/BERT_STS-B

https://github.com/ColdenChan/GAT_D

https://github.com/Coolgiserz/NLP_starter

https://github.com/CurryTang/Graph-LLM

https://github.com/CyberZHG/keras-bert

https://github.com/Cynwell/Text-Level-GNN

https://github.com/DCYN/Ramdomized-Clinical-Trail-Classification