Vivek Sembium

According to our database, Vivek Sembium authored at least 13 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

RTSM: Knowledge Distillation with Diverse Signals for Efficient Real-Time Semantic Matching in E-Commerce.

Sanjay Agrawal, Vivek Sembium

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Multilingual Continual Learning using Attention Distillation.

Sanjay Agrawal, Deep Nayak, Vivek Sembium

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Rationale-Guided Distillation for E-Commerce Relevance Classification: Bridging Large Language Models and Lightweight Cross-Encoders.

Sanjay Agrawal, Faizan Ahemad, Vivek Sembium

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

Building Natural Language Interface for Product Search.

Vijit Malik, Vinayak Puranik, Anirban Majumder, Vivek Sembium

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Boosting Entity Recognition by leveraging Cross-task Domain Models for Weak Supervision.

Sanjay Agrawal, Srujana Merugu, Vivek Sembium

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

KD-Boost: Boosting Real-Time Semantic Matching in E-commerce with Knowledge Distillation.

Sanjay Agrawal, Vivek Sembium, Ankith M. S

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

Enhancing E-commerce Product Search through Reinforcement Learning-Powered Query Reformulation.

Sanjay Agrawal, Srujana Merugu, Vivek Sembium

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

CoMix: Guide Transformers to Code-Mix using POS structure and Phonetics.

Gaurav Arora, Srujana Merugu, Vivek Sembium

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Multilingual Semantic Sourcing using Product Images for Cross-lingual Alignment.

Sourab Mangrulkar, Ankith M. S, Vivek Sembium

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Dual Attentional Higher Order Factorization Machines.

Arindam Sarkar, Dipankar Das, Vivek Sembium, Prakash Mandayam Comar

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

BE3R: BERT based Early-Exit Using Expert Routing.

Sourab Mangrulkar, Ankith M. S, Vivek Sembium

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2018

Bayesian Models for Product Size Recommendations.

Vivek Sembium, Rajeev Rastogi, Lavanya Sita Tekumalla, Atul Saroop

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

2017

Recommending Product Sizes to Customers.

Vivek Sembium, Rajeev Rastogi, Atul Saroop, Srujana Merugu

Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017