Text Classification

Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition ACL 2024 Large Language Models Are Not Robust Multiple Choice Selectors ICLR 2024 Large Language Models for Propaganda Span Annotation EMNLP 2024 Large Language Models Provide Human-Level Medical Text Snippet Labeling NAACL 2024 Large Scale Narrative Messaging around Climate Change: A Cross-Cultural Comparison ACL 2024 LA-UCL: LLM-Augmented Unsupervised Contrastive Learning Framework for Few-Shot Text Classification COLING 2024 LawBench: Benchmarking Legal Knowledge of Large Language Models EMNLP 2024 Learning from Others: Similarity-based Regularization for Mitigating Dataset Bias. ACL 2024 Learning Job Title Representation from Job Description Aggregation Network ACL 2024 Learning to Compare Financial Reports for Financial Forecasting EACL 2024 Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts ACL 2024 LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text EACL 2024 Length-Aware Multi-Kernel Transformer for Long Document Classification NAACL 2024 Leveraging Conflicts in Social Media Posts: Unintended Offense Dataset EMNLP 2024 Leveraging Contextual Information for Effective Entity Salience Detection NAACL 2024 Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking EMNLP 2024 Leveraging High-Precision Corpus Queries for Text Classification via Large Language Models COLING 2024 Leveraging Large Language Models to Refine Automatic Feedback Generation at Articulatory Level in Computer Aided Pronunciation Training Interspeech 2024 Leveraging LLMs for Translating and Classifying Mental Health Data EMNLP 2024 Leveraging Natural Language Processing and Large Language Models for Assisting Due Diligence in the Legal Domain NAACL 2024 Leveraging Semi-Supervised Learning on a Financial-Specialized Pre-trained Language Model for Multilingual ESG Impact Duration and Type Classification COLING 2024 LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons EMNLP 2024 LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models NeurIPS 2024 LHMKE: A Large-scale Holistic Multi-subject Knowledge Evaluation Benchmark for Chinese Large Language Models COLING 2024 LHS712NV at #SMM4H 2024 Task 4: Using BERT to classify Reddit posts on non-medical substance use ACL 2024