15 citations · 22 across the 20 of their papers we have counts for
3 papers · 1 filter
The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding
Kenneth Enevoldsen, Márton Kardos, Niklas Muennighoff +1
The evaluation of English text embeddings has transitioned from evaluating a handful of datasets to broad coverage across many tasks through benchmarks such as MTEB. However, this…
Encoder vs Decoder: Comparative Analysis of Encoder and Decoder Language Models on Multilingual NLU Tasks
Dan Saattrup Nielsen, Kenneth Enevoldsen, Peter Schneider-Kamp
This paper explores the performance of encoder and decoder language models on multilingual Natural Language Understanding (NLU) tasks, with a broad focus on Germanic languages. Bui…
-- Semantic Signal Separation
Márton Kardos, Jan Kostkan, Arnault-Quentin Vermillet +3
Topic models are useful tools for discovering latent semantic structures in large textual corpora. Recent efforts have been oriented at incorporating contextual representations in…