Fantastic Embeddings and How to Align Them: Zero-Shot Inference in a
Multi-Shop Scenario

Fantastic Embeddings and How to Align Them: Zero-Shot Inference in a Multi-Shop Scenario

20 July 2020

Federico Bianchi

Jacopo Tagliabue

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Papers citing "Fantastic Embeddings and How to Align Them: Zero-Shot Inference in a Multi-Shop Scenario"

13 / 13 papers shown

Title
(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis Jacopo Tagliabue C. Greco 90 2 0 22 Apr 2023
Meta-Shop: Improving Item Advertisement For Small Businesses Yang Shi Guannan Liang Young-joo Chung 60 0 0 02 Dec 2022
Relative representations enable zero-shot latent space communication Luca Moschella Valentino Maiorca Marco Fumero Antonio Norelli Francesco Locatello Emanuele Rodolà 121 109 0 30 Sep 2022
CVTT: Cross-Validation Through Time Mikhail Andronov Sergey Kolesnikov 35 4 0 11 May 2022
Contrastive language and vision learning of general fashion concepts P. Chia Giuseppe Attanasio Federico Bianchi Silvia Terragni A. Magalhães Diogo Gonçalves C. Greco Jacopo Tagliabue CLIP 117 44 0 08 Apr 2022
"Does it come in black?" CLIP-like models are zero-shot recommenders P. Chia Jacopo Tagliabue Federico Bianchi C. Greco Diogo Gonçalves VLM HAI 61 7 0 05 Apr 2022
Beyond NDCG: behavioral testing of recommender systems with RecList P. Chia Jacopo Tagliabue Federico Bianchi Chloe He Brian Ko 70 27 0 18 Nov 2021
You Do Not Need a Bigger Boat: Recommendations at Reasonable Scale in a (Mostly) Serverless and Open Stack Jacopo Tagliabue 71 15 0 15 Jul 2021
"Are you sure?": Preliminary Insights from Scaling Product Comparisons to Multiple Shops P. Chia Bingqing Yu Jacopo Tagliabue 41 5 0 07 Jul 2021
Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction Federico Bianchi C. Greco Jacopo Tagliabue 80 9 0 18 Apr 2021
Query2Prod2Vec Grounded Word Embeddings for eCommerce Federico Bianchi Jacopo Tagliabue Bingqing Yu 78 18 0 02 Apr 2021
BERT Goes Shopping: Comparing Distributional Models for Product Representations Federico Bianchi Bingqing Yu Jacopo Tagliabue 60 15 0 17 Dec 2020
Shopping in the Multiverse: A Counterfactual Approach to In-Session Attribution Jacopo Tagliabue Bingqing Yu 70 6 0 20 Jul 2020