Text Classification

Generalizable Multilingual Hate Speech Detection on Low Resource Indian Languages using Fair Selection in Federated Learning NAACL 2024 Generalizable Sarcasm Detection is Just Around the Corner, of Course! NAACL 2024 Generating Distributable Surrogate Corpus for Medical Multi-label Classification COLING 2024 Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM EACL 2024 GENTRAC: A Tool for Tracing Trauma in Genocide and Mass Atrocity Court Transcripts COLING 2024 Gen-Z: Generative Zero-Shot Text Classification with Contextualized Label Descriptions ICLR 2024 Giving Control Back to Models: Enabling Offensive Language Detection Models to Autonomously Identify and Mitigate Biases EMNLP 2024 Golden_Duck at #SMM4H 2024: A Transformer-based Approach to Social Media Text Classification ACL 2024 GottBERT: a pure German Language Model EMNLP 2024 Government and Opposition in Danish Parliamentary Debates COLING 2024 GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? COLING 2024 GPT-who: An Information Density-based Machine-Generated Text Detector NAACL 2024 GREEN: Generative Radiology Report Evaluation and Error Notation EMNLP 2024 GreyBox at SemEval-2024 Task 4: Progressive Fine-tuning (for Multilingual Detection of Propaganda Techniques) SemEval 2024 Groningen Group E at SemEval-2024 Task 8: Detecting machine-generated texts through pre-trained language models augmented with explicit linguistic-stylistic features SemEval 2024 Groningen Team A at SemEval-2024 Task 8: Human/Machine Authorship Attribution Using a Combination of Probabilistic and Linguistic Features SemEval 2024 Groningen team D at SemEval-2024 Task 8: Exploring data generation and a combined model for fine-tuning LLMs for Multidomain Machine-Generated Text Detection SemEval 2024 Groningen Team F at SemEval-2024 Task 8: Detecting Machine-Generated Text using Feature-Based Machine Learning Models SemEval 2024 Guiding Sentiment Analysis with Hierarchical Text Clustering: Analyzing the German X/Twitter Discourse on Face Masks in the 2020 COVID-19 Pandemic ACL 2024 GunStance: Stance Detection for Gun Control and Gun Regulation ACL 2024 Habesha@DravidianLangTech 2024: Detecting Fake News Detection in Dravidian Languages using Deep Learning EACL 2024 HAE-RAE Bench: Evaluation of Korean Knowledge in Language Models COLING 2024 HalluMeasure: Fine-grained Hallucination Measurement Using Chain-of-Thought Reasoning EMNLP 2024 HAMiSoN-baselines at ClimateActivism 2024: A Study on the Use of External Data for Hate Speech and Stance Detection EACL 2024 HAMiSoN-Ensemble at ClimateActivism 2024: Ensemble of RoBERTa, Llama 2, and Multi-task for Stance Detection EACL 2024