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text classification

6776 papers

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Also known as

XMC ATC BIOBERT STC TC ELMO

Co-occurring keywords

large language model (12755) sentiment analysis (2079) transformer model (1988) transfer learning (5442) natural language processing (2027) named entity recognition (2801) hate speech detection (716) social media analysis (699) data augmentation (3037) language model (4573)

Papers

Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification IJCNLP 2022
WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News Stories ACL 2022
Triggerless Backdoor Attack for NLP Tasks with Clean Labels NAACL 2022
Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification NAACL 2022
Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks IJCNLP 2022
Improving Graph-Based Text Representations with Character and Word Level N-grams IJCNLP 2022
Federated Learning with Noisy User Feedback NAACL 2022
How Relevant is Selective Memory Population in Lifelong Language Learning? IJCNLP 2022
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