Text Classification

Adapters Mixup: Mixing Parameter-Efficient Adapters to Enhance the Adversarial Robustness of Fine-tuned Pre-trained Text Classifiers EMNLP 2024 Adapting Fake News Detection to the Era of Large Language Models NAACL 2024 Adapting LLM to Multi-lingual ESG Impact and Length Prediction Using In-context Learning and Fine-Tuning with Rationale COLING 2024 Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations NAACL 2024 Adaptive Immune-based Sound-Shape Code Substitution for Adversarial Chinese Text Attacks EMNLP 2024 Adaptive Softmax Trees for Many-Class Classification UAI 2024 A Diachronic Analysis of Gender-Neutral Language on wikiHow EACL 2024 Adopting Ensemble Learning for Cross-lingual Classification of Crisis-related Text On Social Media ACL 2024 Advancing CSR Theme and Topic Classification: LLMs and Training Enhancement Insights COLING 2024 Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and Benchmark COLING 2024 Adversarial Text Generation using Large Language Models for Dementia Detection EMNLP 2024 AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators ACL 2024 A First Step towards Measuring Interdisciplinary Engagement in Scientific Publications: A Case Study on NLP + CSS Research NAACL 2024 AGB-DE: A Corpus for the Automated Legal Assessment of Clauses in German Consumer Contracts ACL 2024 A Generic Method for Fine-grained Category Discovery in Natural Language Texts EMNLP 2024 A Hard Nut to Crack: Idiom Detection with Conversational Large Language Models NAACL 2024 AHP-Powered LLM Reasoning for Multi-Criteria Evaluation of Open-Ended Responses EMNLP 2024 AI ‘News’ Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian ACL 2024 AIpom at SemEval-2024 Task 8: Detecting AI-produced Outputs in M4 SemEval 2024 AISPACE at SemEval-2024 task 8: A Class-balanced Soft-voting System for Detecting Multi-generator Machine-generated Text SemEval 2024 AlexUNLP-MZ at ArAIEval Shared Task: Contrastive Learning, LLM Features Extraction and Multi-Objective Optimization for Arabic Multi-Modal Meme Propaganda Detection ACL 2024 Algorithm Alliance@LT-EDI-2024: Caste and Migration Hate Speech Detection EACL 2024 Align before Attend: Aligning Visual and Textual Features for Multimodal Hateful Content Detection EACL 2024 Aligning Unstructured Paris Agreement Climate Plans with Sustainable Development Goals ACL 2024 All You Need is Attention: Lightweight Attention-based Data Augmentation for Text Classification EMNLP 2024