43 citations · 65 across the 5 of their papers we have counts for
6 papers
Scalable and Performant Data Loading
Moto Hira, Christian Puhrsch, Valentin Andrei +11
We present SPDL (Scalable and Performant Data Loading), an open-source, framework-agnostic library designed for efficiently loading array data to GPU. Data loading is often a bottl…
The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants
Lucas Bandarkar, Davis Liang, Benjamin Muller +7
We present Belebele, a multiple-choice machine reading comprehension (MRC) dataset spanning 122 language variants. Significantly expanding the language coverage of natural language…
Large Scale Product Categorization using Structured and Unstructured Attributes
Abhinandan Krishnan, Abilash Amarthaluri
Product categorization using text data for eCommerce is a very challenging extreme classification problem with several thousands of classes and several millions of products to clas…
A Smart System for Selection of Optimal Product Images in E-Commerce
Abon Chaudhuri, Paolo Messina, Samrat Kokkula +5
In e-commerce, content quality of the product catalog plays a key role in delivering a satisfactory experience to the customers. In particular, visual content such as product image…
Deep Recurrent Neural Networks for Product Attribute Extraction in eCommerce
Bodhisattwa Prasad Majumder, Aditya Subramanian, Abhinandan Krishnan +2
Extracting accurate attribute qualities from product titles is a vital component in delivering eCommerce customers with a rewarding online shopping experience via an enriched facet…
Is a picture worth a thousand words? A Deep Multi-Modal Fusion Architecture for Product Classification in e-commerce
Tom Zahavy, Alessandro Magnani, Abhinandan Krishnan +1
Classifying products into categories precisely and efficiently is a major challenge in modern e-commerce. The high traffic of new products uploaded daily and the dynamic nature of…