Publications

Kalyani Roy, Vineeth Kumar Balapanuru, Tapas Nayak and Goyal, Pawan Goyal. Investigating the Generative Approach for Question Answering in E-Commerce. Accepted in 5th Workshop on E-commerce and NLP (ECNLP), ACL 2022
Kalyani Roy, Avani Goel, and Pawan Goyal. Effectiveness of Data Augmentation to Identify Relevant Reviews for Product Question Answering. Accepted in The ACM Web Conference, 2022
Kalyani Roy, Pawan Goyal, and Manish Pandey. Attribute Value Generation from Product Title using Language Models. In 4th Workshop on e-Commerce and NLP (ECNLP), ACL-IJCNLP, 2021. [pdf]
Kalyani Roy, Smit Shah, Nithish Pai, Jaidam Ramtej, Prajit Prashant Nadkarn, Jyotirmoy Banerjee,Pawan Goyal, and Surender Kumar. Using Large Pretrained Language Models for Answering User Queries from Product Specifications. In Proceedings of The 3rd Workshop on e-Commerce and NLP (ECNLP), ACL 2020. [pdf]
Subhadeep Maji, Rohan Kumar, Manish Bansal, Kalyani Roy, and Pawan Goyal. Logic Constrained Pointer Networks for Interpretable Textual Similarity. In 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI), Yokohama, Japan, July 11-17, 2020. [pdf]
Subhadeep Maji, Rohan Kumar, Manish Bansal, Kalyani Roy, Mohit Kumar, and Pawan Goyal. Addressing vocabulary gap in e-commerce search. In 42nd International ACM Conference on Research and Development in Information Retrieval (SIGIR), Paris, France, July 21 - July 25, 2019, [PDF]