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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

SSN_Semeval10 at SemEval-2024 Task 10: Emotion Discovery and Reasoning its Flip in Conversations SEMEVAL 2024
ignore at SemEval-2024 Task 5: A Legal Classification Model with Summary Generation and Contrastive Learning SEMEVAL 2024
ISDS-NLP at SemEval-2024 Task 10: Transformer based neural networks for emotion recognition in conversations SEMEVAL 2024
ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases EMNLP 2024
SAFETY-J: Evaluating Safety with Critique EMNLP 2024
CTYUN-AI@SMM4H-2024: Knowledge Extension Makes Expert Models ACL 2024
Czech Dataset for Complex Aspect-Based Sentiment Analysis Tasks COLING 2024
Can Large Language Models Identify Authorship? EMNLP 2024
STA: Self-controlled Text Augmentation for Improving Text Classifications COLING 2024
CLTL@HarmPot-ID: Leveraging Transformer Models for Detecting Offline Harm Potential and Its Targets in Low-Resource Languages COLING 2024
Dealing with Controversy: An Emotion and Coping Strategy Corpus Based on Role Playing EMNLP 2024
NLPNCHU at SemEval-2024 Task 4: A Comparison of MDHC Strategy and In-domain Pre-training for Multilingual Detection of Persuasion Techniques in Memes SEMEVAL 2024
Pollice Verso at SemEval-2024 Task 6: The Roman Empire Strikes Back SEMEVAL 2024
L3i++ at SemEval-2024 Task 8: Can Fine-tuned Large Language Model Detect Multigenerator, Multidomain, and Multilingual Black-Box Machine-Generated Text? NAACL 2024
Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models EMNLP 2024
PclGPT: A Large Language Model for Patronizing and Condescending Language Detection EMNLP 2024
Tutor-ICL: Guiding Large Language Models for Improved In-Context Learning Performance EMNLP 2024
KorSmishing Explainer: A Korean-centric LLM-based Framework for Smishing Detection and Explanation Generation EMNLP 2024
The State of the Art of Large Language Models on Chartered Financial Analyst Exams EMNLP 2024
Mini-DA: Improving Your Model Performance through Minimal Data Augmentation using LLM NAACL 2024
This Paper Had the Smartest Reviewers - Flattery Detection Utilising an Audio-Textual Transformer-Based Approach INTERSPEECH 2024
AutoTrain: No-code training for state-of-the-art models EMNLP 2024
Countering Hateful and Offensive Speech Online - Open Challenges EMNLP 2024
Adversarial Text Generation using Large Language Models for Dementia Detection EMNLP 2024
GottBERT: a pure German Language Model EMNLP 2024