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07/07/2021
"Are you sure?": Preliminary Insights from Scaling Product Comparisons to Multiple Shops
Large eCommerce players introduced comparison tables as a new type of re...
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04/19/2021
SIGIR 2021 E-Commerce Workshop Data Challenge
The 2021 SIGIR workshop on eCommerce is hosting the Coveo Data Challenge...
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04/02/2021
Query2Prod2Vec Grounded Word Embeddings for eCommerce
We present Query2Prod2Vec, a model that grounds lexical representations ...
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12/17/2020
BERT Goes Shopping: Comparing Distributional Models for Product Representations
Word embeddings (e.g., word2vec) have been applied successfully to eComm...
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10/15/2020
Blending Search and Discovery: Tag-Based Query Refinement with Contextual Reinforcement Learning
We tackle tag-based query refinement as a mobile-friendly alternative to...
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07/20/2020
Fantastic Embeddings and How to Align Them: Zero-Shot Inference in a Multi-Shop Scenario
This paper addresses the challenge of leveraging multiple embedding spac...
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07/20/2020
Shopping in the Multiverse: A Counterfactual Approach to In-Session Attribution
We tackle the challenge of in-session attribution for on-site search eng...
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05/26/2020
How to Grow a (Product) Tree: Personalized Category Suggestions for eCommerce Type-Ahead
In an attempt to balance precision and recall in the search page, leadin...
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03/11/2020
"An Image is Worth a Thousand Features": Scalable Product Representations for In-Session Type-Ahead Personalization
We address the problem of personalizing query completion in a digital co...
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11/21/2017
Personalization of Saliency Estimation
Most existing saliency models use low-level features or task description...
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11/21/2017