binary classification

674 papers

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Also known as

BCQ

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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

Binary Classifier Optimization for Large Language Model Alignment ACL 2025

CoMeDi Shared Task: Median Judgment Classification & Mean Disagreement Ranking with Ordinal Word-in-Context Judgments COLING 2025

Fine‐Tuned Transformers for Detection and Classification of Persuasion Techniques in Slavic Languages ACL 2025

LLaVA-RE: Binary Image-Text Relevancy Evaluation with Multimodal Large Language Model COLING 2025

LexiLogic@DravidianLangTech 2025: Detecting Fake News in Malayalam and AI-Generated Product Reviews in Tamil and Malayalam NAACL 2025

Did the Writer Actually Visit the Location? Analysis of Location Reviews from Visit Experience IJCNLP 2025

Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking COLING 2025

VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models ICCV 2025

NLP_goats_DravidianLangTech_2025__Detecting_AI_Written_Reviews_for_Consumer_Trust NAACL 2025

Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking COLING 2025

CIC-NLP@DravidianLangTech 2025: Detecting AI-generated Product Reviews in Dravidian Languages NAACL 2025

GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human COLING 2025

ScamNet: Toward Explainable Large Language Model-Based Fraudulent Shopping Website Detection AAAI 2025

IITR-CIOL@NLU of Devanagari Script Languages 2025: Multilingual Hate Speech Detection and Target Identification in Devanagari-Scripted Languages COLING 2025

Optimal and Efficient Binary Questioning for Accelerated Annotation AAAI 2025

HLU: Human Vs LLM Generated Text Detection Dataset for Urdu at Multiple Granularities COLING 2025

CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI CVPR 2025

CIC-NLP at GenAI Detection Task 1: Leveraging DistilBERT for Detecting Machine-Generated Text in English COLING 2025

A No Free Lunch Theorem for Human-AI Collaboration AAAI 2025

SHROOM-CAP: Shared Task on Hallucinations and Related Observable Overgeneration Mistakes in Crosslingual Analyses of Publications IJCNLP 2025

Pose-Based Sign Language Spotting via an End-to-End Encoder Architecture IJCNLP 2025

Unlocking the Potential of Lightweight Quantized Models for Deepfake Detection IJCAI 2025

Fine-Tuned Transformer-Based Weighted Soft Voting Ensemble for Persuasion Technique Classification in Slavic Languages ACL 2025

AI-Monitors at GenAI Detection Task 1: Fast and Scalable Machine Generated Text Detection COLING 2025

Iterated Belief Change as Learning IJCAI 2025