no code implementations • 11 Nov 2023 • Maarten De Raedt, Semere Kiros Bitew, Fréderic Godin, Thomas Demeester, Chris Develder
The brittleness of finetuned language model performance on out-of-distribution (OOD) test samples in unseen domains has been well-studied for English, yet is unexplored for multi-lingual models.
Cross-Lingual Sentiment Classification Sentiment Analysis +3
1 code implementation • 31 May 2023 • Maarten De Raedt, Fréderic Godin, Thomas Demeester, Chris Develder
Intent discovery is the task of inferring latent intents from a set of unlabeled utterances, and is a useful step towards the efficient creation of new conversational agents.
1 code implementation • 21 Oct 2022 • Maarten De Raedt, Fréderic Godin, Chris Develder, Thomas Demeester
We demonstrate the effectiveness of our approach in sentiment classification, using IMDb data for training and other sets for OOD tests (i. e., Amazon, SemEval and Yelp).
no code implementations • EMNLP 2021 • Maarten De Raedt, Fréderic Godin, Pieter Buteneers, Chris Develder, Thomas Demeester
Powerful sentence encoders trained for multiple languages are on the rise.