203 citations
- National Research University Higher School of EconomicsRU9 papers
- Lomonosov Moscow State UniversityRU7 papers
- Skolkovo Institute of Science and TechnologyRU7 papers
- Moscow Institute of Physics and TechnologyRU4 papers
- Moscow State UniversityTJ2 papers
- Russian Quantum CenterRU2 papers
- Samsung (United States)US2 papers
- Steklov Mathematical InstituteRU2 papers
- AIRI - Artificial Intelligence Research InstituteRU1 paper
- École Polytechnique Fédérale de LausanneCH1 paper
- Heidelberg UniversityDE1 paper
- Kazan Federal UniversityRU1 paper
Showing 2019Show all
3 papers · 1 filter
cs.CL2019★ 9 cited
HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings
Saba Anwar, Dmitry Ustalov, Nikolay Arefyev +3
We present our system for semantic frame induction that showed the best performance in Subtask B.1 and finished as the runner-up in Subtask A of the SemEval 2019 Task 2 on unsuperv…
cs.CL2019★ 43 cited
Compression of Recurrent Neural Networks for Efficient Language Modeling
Artem M. Grachev, Dmitry I. Ignatov, Andrey V. Savchenko
Recurrent neural networks have proved to be an effective method for statistical language modeling. However, in practice their memory and run-time complexity are usually too large t…
cs.CL2019★ 1 cited
AspeRa: Aspect-based Rating Prediction Model
Sergey I. Nikolenko, Elena Tutubalina, Valentin Malykh +2
We propose a novel end-to-end Aspect-based Rating Prediction model (AspeRa) that estimates user rating based on review texts for the items and at the same time discovers coherent a…