Search Results for author: Giovanni Cassani

Found 6 papers, 3 papers with code

Native Language Identification with Big Bird Embeddings

1 code implementation13 Sep 2023 Sergey Kramp, Giovanni Cassani, Chris Emmery

Native Language Identification (NLI) intends to classify an author's native language based on their writing in another language.

Feature Engineering Native Language Identification

Words with Consistent Diachronic Usage Patterns are Learned Earlier: A Computational Analysis Using Temporally Aligned Word Embeddings

1 code implementation Cognitive Science 2021 Giovanni Cassani, Federico Bianchi, Marco Marelli

In this study, we use temporally aligned word embeddings and a large diachronic corpus of English to quantify language change in a data-driven, scalable way, which is grounded in language use.

Diachronic Word Embeddings Word Embeddings

SIGIR 2021 E-Commerce Workshop Data Challenge

3 code implementations19 Apr 2021 Jacopo Tagliabue, Ciro Greco, Jean-Francis Roy, Bingqing Yu, Patrick John Chia, Federico Bianchi, Giovanni Cassani

The 2021 SIGIR workshop on eCommerce is hosting the Coveo Data Challenge for "In-session prediction for purchase intent and recommendations".

Prediction is very hard, especially about conversion. Predicting user purchases from clickstream data in fashion e-commerce

no code implementations30 Jun 2019 Luca Bigon, Giovanni Cassani, Ciro Greco, Lucas Lacasa, Mattia Pavoni, Andrea Polonioli, Jacopo Tagliabue

Knowing if a user is a buyer vs window shopper solely based on clickstream data is of crucial importance for ecommerce platforms seeking to implement real-time accurate NBA (next best action) policies.

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