Cornelia Caragea

1. MarginMatch: Improving Semi-Supervised Learning with Pseudo-Margins
   2023/08/17 by Tiberiu Sosea, Cornelia Caragea, Sosea, Tiberiu +1 · 3 citations
   Computer Science · #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
2. Hierarchical Multi-Label Classification of Scientific Documents
   2022/11/05 by Mobashir Sadat, Sadat, Mobashir, Cornelia Caragea +1 · 2 citations
   Computer Science · #Text and Document Classification Technologies #Advanced Text Analysis Techniques #Web Data Mining and Analysis
3. SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents
   2024/10/28 by Qi Zhang, Zhijia Chen, Zhang, Qi +9 · 4 citations
   Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Semantic Web and Ontologies #Topic Modeling
4. ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction
   2024/04/24 by Henry Peng Zou, Zou, Henry Peng, Vinay Samuel +13 · 3 citations
   Computer Science · #Natural Language Processing Techniques
5. Investigating Recurrent Transformers with Dynamic Halt
   2024/02/01 by Jishnu Ray Chowdhury, Chowdhury, Jishnu Ray, Cornelia Caragea +1 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
6. On the Calibration of Pre-trained Language Models using Mixup Guided by\n Area Under the Margin and Saliency
   2022/03/14 by Seo Yeon Park, Cornelia Caragea, Park, Seo Yeon +1 · 1 citation
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
7. Monotonic Location Attention for Length Generalization
   2023/05/31 by Jishnu Ray Chowdhury, Chowdhury, Jishnu Ray, Cornelia Caragea +1 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #Single-cell and spatial transcriptomics
8. EIVEN: Efficient Implicit Attribute Value Extraction using Multimodal LLM
   2024/04/13 by Henry Peng Zou, Zou, Henry Peng, Gavin Heqing Yu +13 · 1 citation
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Text and Document Classification Technologies