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text classification

6793 papers

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TC

Co-occurring keywords

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

RankAug: Augmented data ranking for text classification EMNLP 2023
In-Context Learning for Text Classification with Many Labels EMNLP 2023
GQG: Generalized Quantifier Generalization - A Dataset for Evaluating Quantifier Semantics Understanding in Language Models EMNLP 2023
Pretrained Language Models v. Court Ruling Predictions: A Case Study on a Small Dataset of French Court of Appeal Rulings EMNLP 2023
Towards Mitigating Perceived Unfairness in Contracts from a Non-Legal Stakeholder’s Perspective EMNLP 2023
Low-Resource Deontic Modality Classification in EU Legislation EMNLP 2023
Large Language Models are legal but they are not: Making the case for a powerful LegalLLM EMNLP 2023
PyTAIL: An Open Source Tool for Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data EMNLP 2023
Towards Better Evaluation for Formality-Controlled English-Japanese Machine Translation EMNLP 2023
PromptBoosting: Black-Box Text Classification with Ten Forward Passes ICML 2023
Prefer to Classify: Improving Text Classifiers via Auxiliary Preference Learning ICML 2023
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature ICML 2023
PLUE: Language Understanding Evaluation Benchmark for Privacy Policies in English ACL 2023
xiacui at SemEval-2023 Task 11: Learning a Model in Mixed-Annotator Datasets Using Annotator Ranking Scores as Training Weights ACL 2023
Distinguishing Fact from Fiction: A Benchmark Dataset for Identifying Machine-Generated Scientific Papers in the LLM Era. ACL 2023
A Weakly Supervised Classifier and Dataset of White Supremacist Language ACL 2023
Towards Faithful Explanations for Text Classification with Robustness Improvement and Explanation Guided Training ACL 2023
University at Buffalo at SemEval-2023 Task 11: MASDA–Modelling Annotator Sensibilities through DisAggregation ACL 2023
NCUEE-NLP at SemEval-2023 Task 8: Identifying Medical Causal Claims and Extracting PIO Frames Using the Transformer Models ACL 2023
TeamUnibo at SemEval-2023 Task 6: A transformer based approach to Rhetorical Roles prediction and NER in Legal Texts ACL 2023
HULAT at SemEval-2023 Task 10: Data Augmentation for Pre-trained Transformers Applied to the Detection of Sexism in Social Media ACL 2023
Mr-Fosdick at SemEval-2023 Task 5: Comparing Dataset Expansion Techniques for Non-Transformer and Transformer Models: Improving Model Performance through Data Augmentation ACL 2023
“Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors ACL 2023
TextVerifier: Robustness Verification for Textual Classifiers with Certifiable Guarantees ACL 2023
Content Moderation for Evolving Policies using Binary Question Answering ACL 2023