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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

Adversarial Mixing Policy for Relaxing Locally Linear Constraints in Mixup EMNLP 2021
Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification EMNLP 2021
ConvAbuse: Data, Analysis, and Benchmarks for Nuanced Abuse Detection in Conversational AI EMNLP 2021
Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability EMNLP 2021
STANKER: Stacking Network based on Level-grained Attention-masked BERT for Rumor Detection on Social Media EMNLP 2021
Neural Media Bias Detection Using Distant Supervision With BABE - Bias Annotations By Experts EMNLP 2021
fBERT: A Neural Transformer for Identifying Offensive Content EMNLP 2021
Period Classification in Chinese Historical Texts EMNLP 2021
Automatic Discrimination between Inherited and Borrowed Latin Words in Romance Languages EMNLP 2021
Countering the Influence of Essay Length in Neural Essay Scoring EMNLP 2021
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech EMNLP 2021
SemEval 2021 Task 7: HaHackathon, Detecting and Rating Humor and Offense SEMEVAL 2021
Humor@IITK at SemEval-2021 Task 7: Large Language Models for Quantifying Humor and Offensiveness SEMEVAL 2021
Noobs at Semeval-2021 Task 4: Masked Language Modeling for abstract answer prediction SEMEVAL 2021
Supervised Identification of Participant Slots in Contracts EMNLP 2021
Legal Terminology Extraction with the Termolator EMNLP 2021
Few-shot and Zero-shot Approaches to Legal Text Classification: A Case Study in the Financial Sector EMNLP 2021
Multi-granular Legal Topic Classification on Greek Legislation EMNLP 2021
‘Tecnologica cosa’: Modeling Storyteller Personalities in Boccaccio’s ‘Decameron’ EMNLP 2021
Data-Driven Detection of General Chiasmi Using Lexical and Semantic Features EMNLP 2021
Automating the Detection of Poetic Features: The Limerick as Model Organism EMNLP 2021
Emotion Classification in German Plays with Transformer-based Language Models Pretrained on Historical and Contemporary Language EMNLP 2021
MARTA: Leveraging Human Rationales for Explainable Text Classification AAAI 2021
Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data AAAI 2021
WHOSe Heritage: Classification of UNESCO World Heritage Statements of "Outstanding Universal Value” with Soft Labels EMNLP 2021