7 citations · 14 across the 5 of their papers we have counts for
5 papers
Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning
Meryem M'hamdi, Jonathan May, Franck Dernoncourt +2
Multilingual semantic search is the task of retrieving relevant contents to a query expressed in different language combinations. This requires a better semantic understanding of t…
Cross-lingual Lifelong Learning
Meryem M'hamdi, Xiang Ren, Jonathan May
The longstanding goal of multi-lingual learning has been to develop a universal cross-lingual model that can withstand the changes in multi-lingual data distributions. There has be…
X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering
Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt +3
Multilingual models, such as M-BERT and XLM-R, have gained increasing popularity, due to their zero-shot cross-lingual transfer learning capabilities. However, their generalization…
Expanding the Text Classification Toolbox with Cross-Lingual Embeddings
Meryem M'hamdi, Robert West, Andreea Hossmann +2
Most work in text classification and Natural Language Processing (NLP) focuses on English or a handful of other languages that have text corpora of hundreds of millions of words. T…
Churn Intent Detection in Multilingual Chatbot Conversations and Social Media
Christian Abbet, Meryem M'hamdi, Athanasios Giannakopoulos +4
We propose a new method to detect when users express the intent to leave a service, also known as churn. While previous work focuses solely on social media, we show that this inten…