17 citations · 48 across the 9 of their papers we have counts for
9 papers
Patient Clustering via Integrated Profiling of Clinical and Digital Data
Dongjin Choi, Andy Xiang, Ozgur Ozturk +5
We introduce a novel profile-based patient clustering model designed for clinical data in healthcare. By utilizing a method grounded on constrained low-rank approximation, our mode…
DeepCAT: Deep Category Representation for Query Understanding in E-commerce Search
Ali Ahmadvand, Surya Kallumadi, Faizan Javed +1
Mapping a search query to a set of relevant categories in the product taxonomy is a significant challenge in e-commerce search for two reasons: 1) Training data exhibits severe cla…
An End-to-End Solution for Named Entity Recognition in eCommerce Search
Xiang Cheng, Mitchell Bowden, Bhushan Ramesh Bhange +3
Named entity recognition (NER) is a critical step in modern search query understanding. In the domain of eCommerce, identifying the key entities, such as brand and product type, ca…
Active Learning for Product Type Ontology Enhancement in E-commerce
Yun Zhu, Sayyed M. Zahiri, Jiaqi Wang +2
Entity-based semantic search has been widely adopted in modern search engines to improve search accuracy by understanding users' intent. In e-commerce, an accurate and complete pro…
Semantic Product Search for Matching Structured Product Catalogs in E-Commerce
Jason Ingyu Choi, Surya Kallumadi, Bhaskar Mitra +2
Retrieving all semantically relevant products from the product catalog is an important problem in E-commerce. Compared to web documents, product catalogs are more structured and sp…
JointMap: Joint Query Intent Understanding For Modeling Intent Hierarchies in E-commerce Search
Ali Ahmadvand, Surya Kallumadi, Faizan Javed +1
An accurate understanding of a user's query intent can help improve the performance of downstream tasks such as query scoping and ranking. In the e-commerce domain, recent work in…
An Ensemble Blocking Scheme for Entity Resolution of Large and Sparse Datasets
Janani Balaji, Faizan Javed, Mayank Kejriwal +3
Entity Resolution, also called record linkage or deduplication, refers to the process of identifying and merging duplicate versions of the same entity into a unified representation…
Semantic Similarity Strategies for Job Title Classification
Yun Zhu, Faizan Javed, Ozgur Ozturk
Automatic and accurate classification of items enables numerous downstream applications in many domains. These applications can range from faceted browsing of items to product reco…
Towards a Job Title Classification System
Faizan Javed, Matt McNair, Ferosh Jacob +1
Document classification for text, images and other applicable entities has long been a focus of research in academia and also finds application in many industrial settings. Amidst…