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08/10/2023
Building a serverless Data Lakehouse from spare parts
The recently proposed Data Lakehouse architecture is built on open file ...
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04/22/2023
(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis
As ecommerce continues growing, huge investments in ML and NLP for Infor...
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04/20/2023
E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender Systems
Recommender Systems today are still mostly evaluated in terms of accurac...
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04/14/2023
EvalRS 2023. Well-Rounded Recommender Systems For Real-World Deployments
EvalRS aims to bring together practitioners from industry and academia t...
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07/12/2022
EvalRS: a Rounded Evaluation of Recommender Systems
Much of the complexity of Recommender Systems (RSs) comes from the fact ...
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04/05/2022
"Does it come in black?" CLIP-like models are zero-shot recommenders
Product discovery is a crucial component for online shopping. However, i...
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10/24/2021
DAG Card is the new Model Card
With the progressive commoditization of modeling capabilities, data-cent...
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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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04/18/2021
Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction
We investigate grounded language learning through real-world data, by mo...
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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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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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07/22/2019
Less (Data) Is More: Why Small Data Holds the Key to the Future of Artificial Intelligence
The claims that big data holds the key to enterprise successes and that ...
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07/03/2019
Predicting e-commerce customer conversion from minimal temporal patterns on symbolized clickstream trajectories
Knowing if a user is a buyer or window shopper solely based on clickstre...
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06/30/2019