699 citations
- Centre National de la Recherche ScientifiqueFR27 papers
- Max Planck Institute for InformaticsDE27 papers
- German Research Centre for Artificial IntelligenceDE19 papers
- Karlsruhe Institute of TechnologyDE16 papers
- Helmholtz Center for Information SecurityDE12 papers
- RWTH Aachen UniversityDE12 papers
- Universitat Autònoma de BarcelonaES11 papers
- University of StuttgartDE11 papers
- Leipzig UniversityDE10 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR9 papers
- Forschungszentrum JülichDE9 papers
- Institute for Solid State Physics and OpticsHU9 papers
Showing 2017 · cs.CLShow all
3 papers · 2 filters
cs.CL2017★ 5 cited
A Neural Network Approach for Mixing Language Models
Youssef Oualil, Dietrich Klakow
The performance of Neural Network (NN)-based language models is steadily improving due to the emergence of new architectures, which are able to learn different natural language cha…
cs.CL2017★ 1 cited
A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models
Youssef Oualil, Dietrich Klakow
Training large vocabulary Neural Network Language Models (NNLMs) is a difficult task due to the explicit requirement of the output layer normalization, which typically involves the…
cs.CL2017★ 12 cited
A Mixture Model for Learning Multi-Sense Word Embeddings
Dai Quoc Nguyen, Dat Quoc Nguyen, Ashutosh Modi +2
Word embeddings are now a standard technique for inducing meaning representations for words. For getting good representations, it is important to take into account different senses…