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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

Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation COLING 2024
Team Unibuc - NLP at SemEval-2024 Task 8: Transformer and Hybrid Deep Learning Based Models for Machine-Generated Text Detection NAACL 2024
SPIN: Sparsifying and Integrating Internal Neurons in Large Language Models for Text Classification ACL 2024
Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks ACL 2024
DUTh at SemEval 2024 Task 5: A multi-task learning approach for the Legal Argument Reasoning Task in Civil Procedure NAACL 2024
KEC_HAWKS@DravidianLangTech 2024 : Detecting Malayalam Fake News using Machine Learning Models EACL 2024
Identifying Self-Disclosures of Use, Misuse and Addiction in Community-based Social Media Posts NAACL 2024
Constructing Indonesian-English Travelogue Dataset COLING 2024
A Privacy-Preserving Corpus for Occupational Health in Spanish: Evaluation for NER and Classification Tasks NAACL 2024
GENTRAC: A Tool for Tracing Trauma in Genocide and Mass Atrocity Court Transcripts COLING 2024
CLTeam1 at SemEval-2024 Task 10: Large Language Model based ensemble for Emotion Detection in Hinglish SEMEVAL 2024
SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels COLING 2024
SINAI at SemEval-2024 Task 8: Fine-tuning on Words and Perplexity as Features for Detecting Machine Written Text NAACL 2024
Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph ACL 2024
All You Need is Attention: Lightweight Attention-based Data Augmentation for Text Classification EMNLP 2024
DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts SEMEVAL 2024
Towards Detecting Lexical Change of Hate Speech in Historical Data EMNLP 2023
Semantics Squad at BLP-2023 Task 2: Sentiment Analysis of Bangla Text with Fine Tuned Transformer Based Models EMNLP 2023
A Dataset for Investigating the Impact of Context for Offensive Language Detection in Tweets EMNLP 2023
The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts ACL 2023
Beyond Black Box AI generated Plagiarism Detection: From Sentence to Document Level ACL 2023
CEFR-based Contextual Lexical Complexity Classifier in English and French ACL 2023
Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints ACL 2023
Lexicools at SemEval-2023 Task 10: Sexism Lexicon Construction via XAI ACL 2023
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval ACL 2023