2 papers
cs.CL2021
Multi-Task Triplet Loss for Named Entity Recognition using Supplementary Text
Ryan Siskind, Shalin Shah
Retail item data contains many different forms of text like the title of an item, the description of an item, item name and reviews. It is of interest to identify the item name in…
cs.CL2021
Multi-Task Learning of Query Intent and Named Entities using Transfer Learning
Shalin Shah, Ryan Siskind
Named entity recognition (NER) has been studied extensively and the earlier algorithms were based on sequence labeling like Hidden Markov Models (HMM) and conditional random fields…