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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

Clause Topic Classification in German and English Standard Form Contracts ACL 2022
Automatic Fake News Detection: Are current models “fact-checking” or“gut-checking”? ACL 2022
Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains ACL 2022
Label Errors in BANKING77 ACL 2022
Monte Carlo Tree Search for Interpreting Stress in Natural Language ACL 2022
UMUTeam@LT-EDI-ACL2022: Detecting Signs of Depression from text ACL 2022
SSN_MLRG3 @LT-EDI-ACL2022-Depression Detection System from Social Media Text using Transformer Models ACL 2022
SOA_NLP@LT-EDI-ACL2022: An Ensemble Model for Hope Speech Detection from YouTube Comments ACL 2022
Prompt-based Pre-trained Model for Personality and Interpersonal Reactivity Prediction ACL 2022
Dartmouth at SemEval-2022 Task 6: Detection of Sarcasm NAACL 2022
ISD at SemEval-2022 Task 6: Sarcasm Detection Using Lightweight Models NAACL 2022
TUG-CIC at SemEval-2021 Task 6: Two-stage Fine-tuning for Intended Sarcasm Detection NAACL 2022
DUCS at SemEval-2022 Task 6: Exploring Emojis and Sentiments for Sarcasm Detection NAACL 2022
R2D2 at SemEval-2022 Task 6: Are language models sarcastic enough? Finetuning pre-trained language models to identify sarcasm NAACL 2022
SarcasmDet at SemEval-2022 Task 6: Detecting Sarcasm using Pre-trained Transformers in English and Arabic Languages NAACL 2022
JBNU-CCLab at SemEval-2022 Task 7: DeBERTa for Identifying Plausible Clarifications in Instructional Texts NAACL 2022
PALI at SemEval-2022 Task 7: Identifying Plausible Clarifications of Implicit and Underspecified Phrases in Instructional Texts NAACL 2022
“Zo Grof !”: A Comprehensive Corpus for Offensive and Abusive Language in Dutch NAACL 2022
Flexible text generation for counterfactual fairness probing NAACL 2022
HATE-ITA: Hate Speech Detection in Italian Social Media Text NAACL 2022
Federated Model Decomposition with Private Vocabulary for Text Classification EMNLP 2022
WeDef: Weakly Supervised Backdoor Defense for Text Classification EMNLP 2022
ZeroGen: Efficient Zero-shot Learning via Dataset Generation EMNLP 2022
Impacts of Low Socio-economic Status on Educational Outcomes: A Narrative Based Analysis EMNLP 2022
Enhancing Crisis-Related Tweet Classification with Entity-Masked Language Modeling and Multi-Task Learning EMNLP 2022