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researcher

Stephen D. Guo

4 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.IR2
  • cs.CL1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedProduct Title Generation for Conversational Systems using BERT

6 citations · 6 across the 2 of their papers we have counts for

collaborators

4 papers

cs.CL2020★ 6 cited

Product Title Generation for Conversational Systems using BERT

Mansi Ranjit Mane, Shashank Kedia, Aditya Mantha +2

Through recent advancements in speech technology and introduction of smart devices, such as Amazon Alexa and Google Home, increasing number of users are interacting with applicatio…

cs.IR2020

BasConv: Aggregating Heterogeneous Interactions for Basket Recommendation with Graph Convolutional Neural Network

Zhiwei Liu, Mengting Wan, Stephen Guo +2

Within-basket recommendation reduces the exploration time of users, where the user's intention of the basket matters. The intent of a shopping basket can be retrieved from both use…

cs.IR2019

A Large-Scale Deep Architecture for Personalized Grocery Basket Recommendations

Aditya Mantha, Yokila Arora, Shubham Gupta +4

With growing consumer adoption of online grocery shopping through platforms such as Amazon Fresh, Instacart, and Walmart Grocery, there is a pressing business need to provide relev…

cs.LG2019

Complementary-Similarity Learning using Quadruplet Network

Mansi Ranjit Mane, Stephen Guo, Kannan Achan

We propose a novel learning framework to answer questions such as "if a user is purchasing a shirt, what other items will (s)he need with the shirt?" Our framework learns distribut…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.