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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

IRIT-Berger-Levrault at SemEval-2024: How Sensitive Sentence Embeddings are to Hallucinations? NAACL 2024
JusticeLeague at FIGNEWS 2024 Shared Task: Innovations in Bias Annotation ACL 2024
On the Fragility of Active Learners for Text Classification EMNLP 2024
The State of the Art of Large Language Models on Chartered Financial Analyst Exams EMNLP 2024
CEAMC: Corpus and Empirical Study of Argument Analysis in Education via LLMs EMNLP 2024
Saama Technologies at EHRSQL 2024: SQL Generation through Classification Answer Selector by LLM NAACL 2024
Mini-DA: Improving Your Model Performance through Minimal Data Augmentation using LLM NAACL 2024
WangLab at MEDIQA-CORR 2024: Optimized LLM-based Programs for Medical Error Detection and Correction NAACL 2024
Does Fine-tuning a Classifier Help in Low-budget Scenarios? Not Much NAACL 2024
BiasWipe: Mitigating Unintended Bias in Text Classifiers through Model Interpretability EMNLP 2024
Fairness in Automated Essay Scoring: A Comparative Analysis of Algorithms on German Learner Essays from Secondary Education NAACL 2024
Predicting Narratives of Climate Obstruction in Social Media Advertising ACL 2024
Automatic Crossword Clues Extraction for Language Learning NAACL 2024
Large Language Models Provide Human-Level Medical Text Snippet Labeling NAACL 2024
How to Do Politics with Words: Investigating Speech Acts in Parliamentary Debates COLING 2024
SPIN: Sparsifying and Integrating Internal Neurons in Large Language Models for Text Classification ACL 2024
The Crime of Being Poor: Associations between Crime and Poverty on Social Media in Eight Countries NAACL 2024
Adapters Mixup: Mixing Parameter-Efficient Adapters to Enhance the Adversarial Robustness of Fine-tuned Pre-trained Text Classifiers EMNLP 2024
Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification COLING 2024
GerDISDETECT: A German Multilabel Dataset for Disinformation Detection COLING 2024
Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning NAACL 2024
Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models EMNLP 2024
Beyond Flesch-Kincaid: Prompt-based Metrics Improve Difficulty Classification of Educational Texts NAACL 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
Towards a Greek Proverb Atlas: Computational Spatial Exploration and Attribution of Greek Proverbs EMNLP 2024