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text classification

6793 papers

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TC

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large language model (13587) sentiment analysis (2084) transformer model (1996) transfer learning (5449) natural language processing (2034) named entity recognition (2813) hate speech detection (723) social media analysis (699) data augmentation (3052) language model (4599)

Papers

Analyzing Biases to Spurious Correlations in Text Classification Tasks IJCNLP 2022
Robust Hate Speech Detection via Mitigating Spurious Correlations IJCNLP 2022
Transfer Learning for Humor Detection by Twin Masked Yellow Muppets IJCNLP 2022
Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations ACL 2022
Don’t sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks NAACL 2022
Data Augmentation with Dual Training for Offensive Span Detection NAACL 2022
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction ICML 2022
Felix&Julia at SemEval-2022 Task 4: Patronizing and Condescending Language Detection SEMEVAL 2022
Sapphire at SemEval-2022 Task 4: A Patronizing and Condescending Language Detection Model Based on Capsule Networks SEMEVAL 2022
GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection SEMEVAL 2022
Leveraging Emotion-Specific features to improve Transformer performance for Emotion Classification ACL 2022
Using BERT Embeddings to Model Word Importance in Conversational Transcripts for Deaf and Hard of Hearing Users ACL 2022
PANDAS@Abusive Comment Detection in Tamil Code-Mixed Data Using Custom Embeddings with LaBSE ACL 2022
Re-evaluating Word Mover’s Distance ICML 2022
UMUTeam@TamilNLP-ACL2022: Emotional Analysis in Tamil ACL 2022
How Do Transformer-Architecture Models Address Polysemy of Korean Adverbial Postpositions? ACL 2022
Double Trouble: How to not Explain a Text Classifier’s Decisions Using Counterfactuals Synthesized by Masked Language Models? AACL 2022
CrowdChecked: Detecting Previously Fact-Checked Claims in Social Media AACL 2022
How Hate Speech Varies by Target Identity: A Computational Analysis CONLL 2022
Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models NAACL 2022
Hate Speech and Offensive Language Detection in Bengali AACL 2022
OpenStance: Real-world Zero-shot Stance Detection CONLL 2022
Detecting Urgency in Multilingual Medical SMS in Kenya AACL 2022
Exploring Universal Sentence Encoders for Zero-shot Text Classification AACL 2022
CoRAL: a Context-aware Croatian Abusive Language Dataset AACL 2022