--- title: "Randstad — works of 2019: 18 papers, the most cited first" description: "18 works of Randstad from 2019 in our library, the most cited first. Among them: SciPy 1.0 — Fundamental Algorithms for Scientific…" canonical: "https://research.elamur.ai/free/en/agglomerations/randstad/year/2019/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/agglomerations/randstad/year/2019/) [home](https://md.research.elamur.ai/free/en/) / [institutions](https://md.research.elamur.ai/free/en/orgs/) / [agglomerations](https://md.research.elamur.ai/free/en/agglomerations/) / [Randstad](https://md.research.elamur.ai/free/en/agglomerations/randstad/) / 2019 # Works of Randstad from 2019 18 works · the most cited first · [← Randstad](https://md.research.elamur.ai/free/en/agglomerations/randstad/) 1. [**SciPy 1.0 — Fundamental Algorithms for Scientific Computing in Python arXiv:1907.10121 (Nature Methods 17, 261 (2020))**Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al.*2019 · 38,317 citations*](https://md.research.elamur.ai/free/en/papers/virtanen-2019-scipy-1-0-fundamental-algorithms/) 2. **[Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned](https://md.research.elamur.ai/free/en/papers/voita-2019-analyzing-multi-head-self-attention/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Elena Voita, David Talbot, Fedor Moiseev, et al.*2019 · 1,520 citations* 3. **[Findings of the 2019 Conference on Machine Translation (WMT19)](https://md.research.elamur.ai/free/en/papers/barrault-2019-findings-2019-conference-machine-translation/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Loïc Barrault, Ondřej Bojar, Marta R. Costa-jussà, et al.*2019 · 841 citations* 4. **[When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion](https://md.research.elamur.ai/free/en/papers/voita-2019-when-good-translation-is-wrong/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Elena Voita, Rico Sennrich, Ivan Titov*2019 · 321 citations* 5. **[The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives](https://md.research.elamur.ai/free/en/papers/voita-2019-bottom-up-evolution-representations-transformer/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Elena Voita, Rico Sennrich, Ivan Titov*2019 · 223 citations* 6. **[Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing](https://md.research.elamur.ai/free/en/papers/ponti-2019-modeling-language-variation-universals-survey/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, et al.*2019 · 217 citations* 7. **[The emergence of number and syntax units in LSTM language models](https://md.research.elamur.ai/free/en/papers/lakretz-2019-emergence-number-syntax-units-lstm/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Yair Lakretz, German Kruszewski, Theo Desbordes, et al.*2019 · 194 citations* 8. **[Context-Aware Monolingual Repair for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/voita-2019-context-aware-monolingual-repair-neural/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Elena Voita, Rico Sennrich, Ivan Titov*2019 · 161 citations* 9. **[Question Answering by Reasoning Across Documents with Graph Convolutional Networks](https://md.research.elamur.ai/free/en/papers/cao-2019-question-answering-reasoning-across-documents/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Nicola De Cao, Wilker Aziz, Ivan Titov*2019 · 136 citations* 10. **[Interpretable Neural Predictions with Differentiable Binary Variables](https://md.research.elamur.ai/free/en/papers/bastings-2019-interpretable-neural-predictions-differentiable-binary/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jasmijn Bastings, Wilker Aziz, Ivan Titov*2019 · 127 citations* 11. **[The PhotoBook Dataset: Building Common Ground through Visually-Grounded Dialogue](https://md.research.elamur.ai/free/en/papers/haber-2019-photobook-dataset-building-common-ground/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Janosch Haber, Tim Baumgärtner, Ece Takmaz, et al.*2019 · 52 citations* 12. [**Sound Changes in the (Pre-)Masoretic Reading Tradition and the Original Pronunciation of Biblical Aramaic**Benjamin D. Suchard*2019 · 28 citations*](https://md.research.elamur.ai/free/en/papers/suchard-2019-sound-changes-pre-masoretic-reading/) 13. [**A Probabilistic Approach to Syntactic Variation in Biblical Hebrew**Etienne P. van de Bijl, Cody Kingham, Wido van Peursen, et al.*2019 · 7 citations*](https://md.research.elamur.ai/free/en/papers/bijl-2019-probabilistic-approach-syntactic-variation-biblical/) 14. [**Is Biblical Hebrew a non-configurational language? Reconsidering the evidence from discontinuous phrases**Marianne Kaajan*2019 · 4 citations*](https://md.research.elamur.ai/free/en/papers/kaajan-2019-biblical-hebrew-non-configurational-language/) 15. [**Prepositions and the Grammaticalization of Ancient Hebrew Bipartite Reciprocal Markers**Camil Staps*2019 · 2 citations*](https://md.research.elamur.ai/free/en/papers/staps-2019-prepositions-grammaticalization-ancient-hebrew-bipartite/) 16. [**Semantic mapping of participants in legal discourse**Christian Canu Højgaard*2019 · 2 citations*](https://md.research.elamur.ai/free/en/papers/hojgaard-2019-semantic-mapping-participants-legal-discourse/) 17. [**Text-Fabric: handling Biblical data with IKEA logistics**Dirk Roorda*2019 · 2 citations*](https://md.research.elamur.ai/free/en/papers/roorda-2019-text-fabric-handling-biblical-data/) 18. [**Historical linguistics and linguistic dating of the Hebrew Bible 2015–2018: The Rezetko and Young assessment of the status quaestionis**Nicolai Winther-Nielsen*2019*](https://md.research.elamur.ai/free/en/papers/winther-nielsen-2019-historical-linguistics-linguistic-dating-hebrew/) - [← back to](https://md.research.elamur.ai/free/en/agglomerations/randstad/) — Randstad