---
title: "Randstad — works of 2020: 23 papers, the most cited first"
description: "23 works of Randstad from 2020 in our library, the most cited first. Among them: Quantifying Attention Flow in Transformers Annual Meeting…"
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# Works of Randstad from 2020

23 works · the most cited first · [← Randstad](https://md.research.elamur.ai/free/en/agglomerations/randstad/)

1. **[Quantifying Attention Flow in Transformers](https://md.research.elamur.ai/free/en/papers/abnar-2020-quantifying-attention-flow-transformers/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Samira Abnar, Willem Zuidema*2020 · 1,051 citations*
2. **[KILT: a Benchmark for Knowledge Intensive Language Tasks](https://md.research.elamur.ai/free/en/papers/petroni-2020-kilt-benchmark-knowledge-intensive-language/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Fabio Petroni, Aleksandra Piktus, Angela Fan, et al.*2020 · 665 citations*
3. **[Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation](https://md.research.elamur.ai/free/en/papers/zhang-2020-improving-massively-multilingual-neural-machine/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Biao Zhang, Philip Williams, Ivan Titov, et al.*2020 · 474 citations*
4. **[Findings of the 2020 Conference on Machine Translation (WMT20)](https://md.research.elamur.ai/free/en/papers/barrault-2020-findings-2020-conference-machine-translation/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Loïc Barrault, Magdalena Biesialska, Ondřej Bojar, et al.*2020 · 401 citations*
5. [**Long Range Arena: A Benchmark for Efficient Transformers arXiv:2011.04006**Yi Tay, Mostafa Dehghani, Samira Abnar, et al.*2020 · 399 citations*](https://md.research.elamur.ai/free/en/papers/tay-2020-long-range-arena-benchmark-efficient/)
6. **[BPE-Dropout: Simple and Effective Subword Regularization](https://md.research.elamur.ai/free/en/papers/provilkov-2020-bpe-dropout-simple-effective-subword/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ivan Provilkov, Dmitrii Emelianenko, Elena Voita*2020 · 389 citations*
7. **[Information-Theoretic Probing with Minimum Description Length](https://md.research.elamur.ai/free/en/papers/voita-2020-information-theoretic-probing-minimum-description/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Elena Voita, Ivan Titov*2020 · 340 citations*
8. **[Analysing Lexical Semantic Change with Contextualised Word Representations](https://md.research.elamur.ai/free/en/papers/giulianelli-2020-analysing-lexical-semantic-change-contextualised/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mario Giulianelli, Marco Del Tredici, Raquel Fernández*2020 · 239 citations*
9. **[Unsupervised Opinion Summarization as Copycat-Review Generation](https://md.research.elamur.ai/free/en/papers/brazinskas-2020-unsupervised-opinion-summarization-as-copycat/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Arthur Bražinskas, Mirella Lapata, Ivan Titov*2020 · 173 citations*
10. **[Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/eikema-2020-is-map-decoding-all-you/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Bryan Eikema, Wilker Aziz*2020 · 165 citations*
11. **[MRP 2020: The Second Shared Task on Cross-Framework and Cross-Lingual Meaning Representation Parsing](https://md.research.elamur.ai/free/en/papers/oepen-2020-mrp-2020-second-shared-task/) [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/conll/)**Stephan Oepen, Omri Abend, Lasha Abzianidze, et al.*2020 · 101 citations*
12. **[The Pragmatics behind Politics: Modelling Metaphor, Framing and Emotion in Political Discourse](https://md.research.elamur.ai/free/en/papers/cabot-2020-pragmatics-behind-politics-modelling-metaphor/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Pere-Lluís Huguet Cabot, Verna Dankers, David Abadi, et al.*2020 · 64 citations*
13. [**Discourse particles in early English: Clause structure, pragmatics and discourse management**Ans van Kemenade, Meta Links*2020 · 37 citations*](https://md.research.elamur.ai/free/en/papers/kemenade-2020-discourse-particles-early-english-clause/)
14. [**Becoming Linguistically Mature: Modeling English and German Children's Writing Development Across School Grades**Elma Kerz, Yu Qiao, Daniel Wiechmann, et al.*2020 · 27 citations*](https://md.research.elamur.ai/free/en/papers/kerz-2020-becoming-linguistically-mature-modeling-english/)
15. **[Understanding focus: Pitch, placement and coherence](https://md.research.elamur.ai/free/en/papers/schloder-2020-understanding-focus-pitch-placement-coherence/) [Semantics and Pragmatics](https://md.research.elamur.ai/free/en/venues/semantics-and-pragmatics/)**Julian J Schlöder, Alex Lascarides*2020 · 22 citations*
16. [**DRS at MRP 2020: Dressing up Discourse Representation Structures as Graphs**Lasha Abzianidze, Johan Bos, Stephan Oepen*2020 · 11 citations*](https://md.research.elamur.ai/free/en/papers/abzianidze-2020-drs-mrp-2020-dressing-up/)
17. **[WN-Salience: A Corpus of News Articles with Entity Salience Annotations](https://md.research.elamur.ai/free/en/papers/wu-2020-wn-salience-corpus-news-articles/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Chuan Wu, Evangelos Kanoulas, Maarten de Rijke, et al.*2020 · 11 citations*
18. [**Many systems, one strategy: Acquiring ordinals in Dutch and English**Caitlin Meyer, Sjef Barbiers, Fred Weerman*2020 · 6 citations*](https://md.research.elamur.ai/free/en/papers/meyer-2020-many-systems-one-strategy-acquiring/)
19. [**Tracing Text Types in Biblical Hebrew**Wido van Peursen*2020 · 5 citations*](https://md.research.elamur.ai/free/en/papers/peursen-2020-tracing-text-types-biblical-hebrew/)
20. **[An analysis of \<i>all\</i>-clefts](https://md.research.elamur.ai/free/en/papers/tellings-2020-analysis-i-all-i-clefts/) [Glossa a journal of general linguistics](https://md.research.elamur.ai/free/en/venues/glossa-a-journal-of-general-linguistics/)**Jos Tellings*2020 · 3 citations*
21. [**Clustering Biblical Texts Using Recurrent Neural Networks**Yanniek van der Schans, David Ruhe, Wido van Peursen, et al.*2020 · 2 citations*](https://md.research.elamur.ai/free/en/papers/schans-2020-clustering-biblical-texts-using-recurrent/)
22. **[Similarity or deeper understanding? Analyzing the TED-Q dataset of evoked questions](https://md.research.elamur.ai/free/en/papers/westera-2020-similarity-or-deeper-understanding-analyzing/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Matthijs Westera, Jacopo Amidei, Laia Mayol*2020 · 2 citations*
23. [**On the Optimality of Vagueness: "Around", "Between", and the Gricean Maxims arXiv:2008.11841**Paul Egre, Benjamin Spector, Adele Mortier, et al.*2020 · 1 citation*](https://md.research.elamur.ai/free/en/papers/egre-2020-optimality-vagueness-around-between-gricean/)
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