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binary classification

674 papers

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BCQ

Co-occurring keywords

text classification (6776) support vector machine (976) large language model (12755) ensemble learning (1271) transformer model (1988) transfer learning (5442) natural language processing (2027) multi-label classification (1004) active learning (1295) pre-trained language model (1514)

Papers

GATech at AbjadGenEval Shared Task: Multilingual Embeddings for Arabic Machine-Generated Text Classification EACL 2026
AICD Bench: A Challenging Benchmark for AI-Generated Code Detection EACL 2026
HCMUS_TheFangs at AbjadGenEval Shared Task: Weighted Layer Pooling with Attention Fusion for Arabic AI-Generated Text Detection EACL 2026
LoRAD: Low-Resource AI-Generated Text Detection with XLM-RoBERTa EACL 2026
Automated Suturing Skill Assessment in Robot-assisted Surgery from Endoscopic Videos using Clinically-guided Evaluation Criteria WACV 2026
WSSSP-Net: Weakly Supervised Semantic Segmentation Plugin Network for Face Anti-Spoofing WACV 2026
GeoHSAF: Geometric Hippocampus Shape Analysis Framework for Longitudinal Alzheimer's Disease Classification WACV 2026
Detecting reported speech as a token classification task: an application to Classical Latin? EACL 2026
Inference Offloading for Cost-Sensitive Binary Classification at the Edge AAAI 2026
AbjadGenEval: Abjad AI Generated Text Detection Shared Task for Languages Using Arabic Script at AbjadNLP 2026 EACL 2026
M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models EMNLP 2025
FROC: Building Fair ROC from a Trained Classifier AAAI 2025
Detection of Human and Machine-Authored Fake News in Urdu ACL 2025
Binary Classifier Optimization for Large Language Model Alignment ACL 2025
A No Free Lunch Theorem for Human-AI Collaboration AAAI 2025
Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa ACL 2025
A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets CVPR 2025
CIC-NLP@DravidianLangTech 2025: Detecting AI-generated Product Reviews in Dravidian Languages NAACL 2025
CIC-NLP at GenAI Detection Task 1: Leveraging DistilBERT for Detecting Machine-Generated Text in English COLING 2025
IITR-CIOL@NLU of Devanagari Script Languages 2025: Multilingual Hate Speech Detection and Target Identification in Devanagari-Scripted Languages COLING 2025
A baseline for self-state identification and classification in mental health data: CLPsych 2025 Task NAACL 2025
NLP_goats_DravidianLangTech_2025__Detecting_AI_Written_Reviews_for_Consumer_Trust NAACL 2025
Unlocking the Potential of Lightweight Quantized Models for Deepfake Detection IJCAI 2025
Fine‐Tuned Transformers for Detection and Classification of Persuasion Techniques in Slavic Languages ACL 2025
AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual Corpora NAACL 2025