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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

An Experimental Analysis on Evaluating Patent Citations EMNLP 2024
Mast Kalandar at SemEval-2024 Task 8: On the Trail of Textual Origins: RoBERTa-BiLSTM Approach to Detect AI-Generated Text NAACL 2024
FI Group at SemEval-2024 Task 8: A Syntactically Motivated Architecture for Multilingual Machine-Generated Text Detection NAACL 2024
SheffieldVeraAI at SemEval-2024 Task 4: Prompting and fine-tuning a Large Vision-Language Model for Binary Classification of Persuasion Techniques in Memes NAACL 2024
Sharif-MGTD at SemEval-2024 Task 8: A Transformer-Based Approach to Detect Machine Generated Text NAACL 2024
French GossipPrompts: Dataset For Prevention of Generating French Gossip Stories By LLMs EACL 2024
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection NAACL 2024
RKadiyala at SemEval-2024 Task 8: Black-Box Word-Level Text Boundary Detection in Partially Machine Generated Texts NAACL 2024
Ukrainian Resilience: A Dataset for Detection of Help-Seeking Signals Amidst the Chaos of War EMNLP 2024
Infusing Acoustic Pause Context into Text-Based Dementia Assessment INTERSPEECH 2024
iimasNLP at SemEval-2024 Task 8: Unveiling structure-aware language models for automatic generated text identification NAACL 2024
GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent AAAI 2024
OxonFair: A Flexible Toolkit for Algorithmic Fairness NIPS 2024
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex Annotations IJCAI 2024
DUTh at SemEval-2024 Task 6: Comparing Pre-trained Models on Sentence Similarity Evaluation for Detecting of Hallucinations and Related Observable Overgeneration Mistakes NAACL 2024
I2C-Huelva at SemEval-2024 Task 8: Boosting AI-Generated Text Detection with Multimodal Models and Optimized Ensembles NAACL 2024
Apple Tasting: Combinatorial Dimensions and Minimax Rates COLT 2024
NCL-UoR at SemEval-2024 Task 8: Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection SEMEVAL 2024
Comparative Analysis of Personalized Voice Activity Detection Systems: Assessing Real-World Effectiveness INTERSPEECH 2024
Fine-tuning Language Models for AI vs Human Generated Text detection SEMEVAL 2024
Overview of Shared Task on Caste and Migration Hate Speech Detection EACL 2024
Turkish Delights: A Dataset on Turkish Euphemisms ACL 2024
CPIC at SemEval-2023 Task 7: GPT2-Based Model for Multi-evidence Natural Language Inference for Clinical Trial Data ACL 2023
GPT-based Solution for ESG Impact Type Identification IJCNLP 2023
From Numbers to Words: Multi-Modal Bankruptcy Prediction Using the ECL Dataset IJCNLP 2023