Vivek Sembium

14 papers A* 2A 6Unranked 6
YearRankTypeTitle / Venue / Authors
2025 A conf
FR-LoRA: Fisher Regularized LoRA for Multilingual Continual Learning.
CIKM
Sayanta Adhikari, Sanjay Agrawal, Vivek Sembium
2025 — conf
Multilingual Continual Learning using Attention Distillation.
COLING (Industry)
Sanjay Agrawal, Deep Nayak, Vivek Sembium
2025 — conf
RTSM: Knowledge Distillation with Diverse Signals for Efficient Real-Time Semantic Matching in E-Commerce.
NAACL (Industry Track)
Sanjay Agrawal, Vivek Sembium
2025 — conf
Rationale-Guided Distillation for E-Commerce Relevance Classification: Bridging Large Language Models and Lightweight Cross-Encoders.
COLING (Industry)
Sanjay Agrawal, Faizan Ahemad, Vivek Sembium
2024 A conf
Boosting Entity Recognition by leveraging Cross-task Domain Models for Weak Supervision.
CIKM
Sanjay Agrawal, Srujana Merugu, Vivek Sembium
2024 A conf
Building Natural Language Interface for Product Search.
CIKM
Vijit Malik, Vinayak Puranik, Anirban Majumder, Vivek Sembium
2023 — conf
CoMix: Guide Transformers to Code-Mix using POS structure and Phonetics.
ACL (Findings)
Gaurav Arora, Srujana Merugu, Vivek Sembium
2023 A conf
Enhancing E-commerce Product Search through Reinforcement Learning-Powered Query Reformulation.
CIKM
Sanjay Agrawal, Srujana Merugu, Vivek Sembium
2023 — conf
KD-Boost: Boosting Real-Time Semantic Matching in E-commerce with Knowledge Distillation.
EMNLP (Industry Track)
Sanjay Agrawal, Vivek Sembium, Ankith M. S
2022 A* conf
BE3R: BERT based Early-Exit Using Expert Routing.
KDD
Sourab Mangrulkar, Ankith M. S, Vivek Sembium
2022 A conf
Dual Attentional Higher Order Factorization Machines.
RecSys
Arindam Sarkar, Dipankar Das, Vivek Sembium, Prakash Mandayam Comar
2022 — conf
Multilingual Semantic Sourcing using Product Images for Cross-lingual Alignment.
WWW (Companion Volume)
Sourab Mangrulkar, Ankith M. S, Vivek Sembium
2018 A* conf
Bayesian Models for Product Size Recommendations.
WWW
Vivek Sembium, Rajeev Rastogi, Lavanya Sita Tekumalla, Atul Saroop
2017 A conf
Recommending Product Sizes to Customers.
RecSys
Vivek Sembium, Rajeev Rastogi, Atul Saroop, Srujana Merugu