Text Classification

Logits Reranking via Semantic Labels for Hard Samples in Text Classification EMNLP 2024 LomonosovMSU at SemEval-2024 Task 4: Comparing LLMs and embedder models to identifying propaganda techniques in the content of memes in English for subtasks No1, No2a, and No2b SemEval 2024 LoSST-AD: A Longitudinal Corpus for Tracking Alzheimer’s Disease Related Changes in Spontaneous Speech COLING 2024 M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection ACL 2024 M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection EACL 2024 MAGE: Machine-generated Text Detection in the Wild ACL 2024 Magnum JUCSE at SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes SemEval 2024 MAGPIE: Multi-Task Analysis of Media-Bias Generalization with Pre-Trained Identification of Expressions COLING 2024 Maha Bhaashya at SemEval-2024 Task 6: Zero-Shot Multi-task Hallucination Detection SemEval 2024 MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection SemEval 2024 Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification AAAI 2024 Manosphrames: exploring an Italian incel community through the lens of NLP and Frame Semantics COLING 2024 MARASTA: A Multi-dialectal Arabic Cross-domain Stance Corpus COLING 2024 Mashee at SemEval-2024 Task 8: The Impact of Samples Quality on the Performance of In-Context Learning for Machine Text Classification SemEval 2024 Masking the Unknown: Leveraging Masked Samples for Enhanced Data Augmentation UAI 2024 MasonPerplexity at ClimateActivism 2024: Integrating Advanced Ensemble Techniques and Data Augmentation for Climate Activism Stance and Hate Event Identification EACL 2024 MasonPerplexity at Multimodal Hate Speech Event Detection 2024: Hate Speech and Target Detection Using Transformer Ensembles EACL 2024 MasonTigers at SemEval-2024 Task 8: Performance Analysis of Transformer-based Models on Machine-Generated Text Detection SemEval 2024 MasonTigers@LT-EDI-2024: An Ensemble Approach Towards Detecting Homophobia and Transphobia in Social Media Comments EACL 2024 Mast Kalandar at SemEval-2024 Task 8: On the Trail of Textual Origins: RoBERTa-BiLSTM Approach to Detect AI-Generated Text SemEval 2024 MathFish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula EMNLP 2024 MAVEN-FACT: A Large-scale Event Factuality Detection Dataset EMNLP 2024 MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records AAAI 2024 MedDialog-FR: A French Version of the MedDialog Corpus for Multi-label Classification and Response Generation Related to Women’s Intimate Health COLING 2024 Media Bias Detection Across Families of Language Models NAACL 2024