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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

FROC: Building Fair ROC from a Trained Classifier AAAI 2025
CIC-NLP at GenAI Detection Task 1: Leveraging DistilBERT for Detecting Machine-Generated Text in English COLING 2025
Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa ACL 2025
Did the Writer Actually Visit the Location? Analysis of Location Reviews from Visit Experience IJCNLP 2025
Learning Real Facial Concepts for Independent Deepfake Detection IJCAI 2025
HLU: Human Vs LLM Generated Text Detection Dataset for Urdu at Multiple Granularities COLING 2025
Agent-based Automated Claim Matching with Instruction-following LLMs IJCNLP 2025
Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching COLING 2025
Agent-based Automated Claim Matching with Instruction-following LLMs AACL 2025
SHROOM-CAP: Shared Task on Hallucinations and Related Observable Overgeneration Mistakes in Crosslingual Analyses of Publications AACL 2025
Light-Weight Hallucination Detection using Contrastive Learning for Conditional Text Generation ACL 2025
Deloitte (Drocks) at SemEval-2025 Task 3: Fine-Grained Multi-lingual Hallucination Detection Using Internal LLM Weights ACL 2025
BlueRay@DravidianLangTech-2025: Fake News Detection in Dravidian Languages NAACL 2025
Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking COLING 2025
A baseline for self-state identification and classification in mental health data: CLPsych 2025 Task NAACL 2025
CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI CVPR 2025
Iterated Belief Change as Learning IJCAI 2025
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human COLING 2025
SHROOM-CAP: Shared Task on Hallucinations and Related Observable Overgeneration Mistakes in Crosslingual Analyses of Publications IJCNLP 2025
UnityAI Guard: Pioneering Toxicity Detection Across Low-Resource Indian Languages EMNLP 2025
Computational Analysis of Dehumanization of Ukrainians on Russian Social Media EACL 2024
Constrained Binary Decision Making NIPS 2024
FakeSound: Deepfake General Audio Detection INTERSPEECH 2024
Classification with Deep Neural Networks and Logistic Loss JMLR 2024
Benign overfitting in leaky ReLU networks with moderate input dimension NIPS 2024