643 citations
- Ludwig-Maximilians-Universität MünchenDE328 papers
- Centre National de la Recherche ScientifiqueFR76 papers
- Instituto de Astrofísica de CanariasES74 papers
- University College LondonGB67 papers
- University of BonnDE66 papers
- Universidad de La LagunaES64 papers
- California Institute of TechnologyUS62 papers
- Centro de Investigaciones Energéticas, Medioambientales y TecnológicasES62 papers
- Institute for High Energy PhysicsES62 papers
- Trieste Astronomical ObservatoryIT62 papers
- Universidad Autónoma de MadridES62 papers
- Université Bourgogne Franche-ComtéFR62 papers
4 papers · 2 filters
Applying QNLP to sentiment analysis in finance
Jonas Stein, Ivo Christ, Nicolas Kraus +3
As an application domain where the slightest qualitative improvements can yield immense value, finance is a promising candidate for early quantum advantage. Focusing on the rapidly…
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages
Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran +8
The NLP community has mainly focused on scaling Large Language Models (LLMs) vertically, i.e., making them better for about 100 languages. We instead scale LLMs horizontally: we cr…
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis
Mingyang Wang, Heike Adel, Lukas Lange +2
This paper describes our system developed for the SemEval-2023 Task 12 "Sentiment Analysis for Low-resource African Languages using Twitter Dataset". Sentiment analysis is one of t…
Can BERT eat RuCoLA? Topological Data Analysis to Explain
Irina Proskurina, Irina Piontkovskaya, Ekaterina Artemova
This paper investigates how Transformer language models (LMs) fine-tuned for acceptability classification capture linguistic features. Our approach uses the best practices of topol…