102 citations · 104 across the 4 of their papers we have counts for
4 papers
BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs
Sheng Zhang, Yanbo Xu, Naoto Usuyama +21
Biomedical data is inherently multimodal, comprising physical measurements and natural language narratives. A generalist biomedical AI model needs to simultaneously process differe…
Vec2GC -- A Graph Based Clustering Method for Text Representations
Rajesh N Rao, Manojit Chakraborty
NLP pipelines with limited or no labeled data, rely on unsupervised methods for document processing. Unsupervised approaches typically depend on clustering of terms or documents. I…
SEMIE: SEMantically Infused Embeddings with Enhanced Interpretability for Domain-specific Small Corpus
Rishabh Gupta, Rajesh N Rao
Word embeddings are a basic building block of modern NLP pipelines. Efforts have been made to learn rich, efficient, and interpretable embeddings for large generic datasets availab…
Towards Semantic Noise Cleansing of Categorical Data based on Semantic Infusion
Rishabh Gupta, Rajesh N Rao
Semantic Noise affects text analytics activities for the domain-specific industries significantly. It impedes the text understanding which holds prime importance in the critical de…