no code implementations • 31 Jan 2025 • Soumik Dey, Wei zhang, Hansi Wu, Bingfeng Dong, Binbin Li
E-commerce sellers are recommended keyphrases based on their inventory on which they advertise to increase buyer engagement (clicks/sales).
no code implementations • 5 Sep 2024 • Ashirbad Mishra, Soumik Dey, Marshall Wu, Jinyu Zhao, He Yu, Kaichen Ni, Binbin Li, Kamesh Madduri
Online sellers and advertisers are recommended keyphrases for their listed products, which they bid on to enhance their sales.
Extreme Multi-Label Classification
MUlTI-LABEL-ClASSIFICATION
no code implementations • 16 Aug 2024 • Ranran Haoran Zhang, Bensu Uçar, Soumik Dey, Hansi Wu, Binbin Li, Rui Zhang
Open-vocabulary Extreme Multi-label Classification (OXMC) extends traditional XMC by allowing prediction beyond an extremely large, predefined label set (typically $10^3$ to $10^{12}$ labels), addressing the dynamic nature of real-world labeling tasks.
no code implementations • 29 Jul 2024 • Ashirbad Mishra, Soumik Dey, Jinyu Zhao, Marshall Wu, Binbin Li, Kamesh Madduri
We present Graphite, a graph-based classifier model that provides real-time keyphrase recommendations that are on par with standard text classification models.
no code implementations • 19 Feb 2024 • Tohida Rehman, Raghubir Bose, Soumik Dey, Samiran Chattopadhyay
This paper explores the realm of abstractive text summarization through the lens of the SEASON (Salience Allocation as Guidance for Abstractive SummarizatiON) technique, a model designed to enhance summarization by leveraging salience allocation techniques.