no code implementations • ACL (ECNLP) 2021 • Kalyani Roy, Pawan Goyal, Manish Pandey
What makes this problem challenging is the diversity of product types and their attributes and values.
no code implementations • ECNLP (ACL) 2022 • Kalyani Roy, Vineeth Balapanuru, Tapas Nayak, Pawan Goyal
In this paper, we investigate the suitability of the generative approach for PQA.
no code implementations • 6 Nov 2023 • Harika Abburi, Kalyani Roy, Michael Suesserman, Nirmala Pudota, Balaji Veeramani, Edward Bowen, Sanmitra Bhattacharya
Experiments conducted on four benchmark datasets for generative text classification show performance improvements in the range of 0. 5 to 100\% compared to previous state-of-the-art approaches.
no code implementations • 15 Aug 2022 • Kalyani Roy, Tapas Nayak, Pawan Goyal
Attribute values of the products are an essential component in any e-commerce platform.
1 code implementation • 15 Jul 2020 • Subhadeep Maji, Rohan Kumar, Manish Bansal, Kalyani Roy, Pawan Goyal
We study the problem of aligning components of sentences leading to an interpretable model for semantic textual similarity.
no code implementations • WS 2020 • Kalyani Roy, Smit Shah, Nithish Pai, Jaidam Ramtej, Prajit Prashant Nadkarn, Jyotirmoy Banerjee, Pawan Goyal, Surender Kumar
While certain questions can only be answered after using the product, there are many questions which can be answered from the product specification itself.