BERT Goes Shopping: Comparing Distributional Models for Product Representations

17 December 2020

Papers citing "BERT Goes Shopping: Comparing Distributional Models for Product Representations"

13 / 13 papers shown

Title
Reasonable Scale Machine Learning with Open-Source Metaflow Jacopo Tagliabue Hugo Bowne-Anderson Ville Tuulos Savin Goyal R. Cledat David Berg AIFin AI4CE 35 6 0 21 Mar 2023
"Does it come in black?" CLIP-like models are zero-shot recommenders P. Chia Jacopo Tagliabue Federico Bianchi C. Greco Diogo Gonçalves VLM HAI 26 7 0 05 Apr 2022
Beyond NDCG: behavioral testing of recommender systems with RecList P. Chia Jacopo Tagliabue Federico Bianchi Chloe He Brian Ko 24 27 0 18 Nov 2021
Intent-based Product Collections for E-commerce using Pretrained Language Models Hiun Kim Jisu Jeong KyungHyun Kim Dongjun Lee Hyun Dong Lee Dongpil Seo Jeeseung Han Dong Wook Park J. Heo Rak Yeong Kim 48 2 0 15 Oct 2021
Contrastive Language-Image Pre-training for the Italian Language Federico Bianchi Giuseppe Attanasio Raphael Pisoni Silvia Terragni Gabriele Sarti S. Lakshmi VLM CLIP 31 29 0 19 Aug 2021
Transformers with multi-modal features and post-fusion context for e-commerce session-based recommendation Gabriel de Souza P. Moreira Sara Rabhi Ronay Ak Md Yasin Kabir Even Oldridge 14 28 0 11 Jul 2021
Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction Federico Bianchi C. Greco Jacopo Tagliabue 40 9 0 18 Apr 2021
Query2Prod2Vec Grounded Word Embeddings for eCommerce Federico Bianchi Jacopo Tagliabue Bingqing Yu 12 18 0 02 Apr 2021
What the [MASK]? Making Sense of Language-Specific BERT Models Debora Nozza Federico Bianchi Dirk Hovy 84 105 0 05 Mar 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 264 4,489 0 23 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 417 2,588 0 03 Sep 2019
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 189 1,635 0 11 Oct 2017
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 281 31,267 0 16 Jan 2013