Extracting Entities of Interest from Comparative Product Reviews

1 code implementation • Conference on Information and Knowledge Management (CIKM) 2017 • Jatin Arora, Sumit Agrawal, Pawan Goyal, Sayan Pathak

This paper presents a deep learning based approach to extract product comparison information out of user reviews on various e-commerce websites.

Semantic Role Labeling

Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications

1 code implementation • 30 Oct 2023 • Jatin Arora, Youngja Park

In this work, we address the NER problem by splitting it into two logical sub-tasks: (1) Span Detection which simply extracts entity mention spans irrespective of entity type; (2) Span Classification which classifies the spans into their entity types.

named-entity-recognition Named Entity Recognition +2

Attention-based Joint Detection of Object and Semantic Part

1 code implementation • 5 Jul 2020 • Keval Morabia, Jatin Arora, Tara Vijaykumar

In this paper, we address the problem of joint detection of objects like dog and its semantic parts like face, leg, etc.

Object object-detection +2

Finding Input Characterizations for Output Properties in ReLU Neural Networks

1 code implementation • 9 Mar 2020 • Saket Dingliwal, Divyansh Pareek, Jatin Arora

Deep Neural Networks (DNNs) have emerged as a powerful mechanism and are being increasingly deployed in real-world safety-critical domains.