--- title: "Nils Reimers — papers of 2021 — 4 papers, the most cited first" description: "Nils Reimers — papers of 2021: 4 papers on Elamur Research, the most cited first — what each work is about in our own words." canonical: "https://research.elamur.ai/free/en/authors/nils-reimers/year/2021/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/nils-reimers/year/2021/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Nils Reimers](https://md.research.elamur.ai/free/en/authors/nils-reimers/) / 2021 # Nils Reimers — papers of 2021 — 4 papers, the most cited first 4 papers · [all years of Nils Reimers](https://md.research.elamur.ai/free/en/authors/nils-reimers/#years) **[AdapterDrop: On the Efficiency of Adapters in Transformers](https://md.research.elamur.ai/free/en/papers/ruckle-2021-adapterdrop-efficiency-adapters-transformers/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Andreas Rücklé, Gregor Geigle, Max Glockner, et al.*2021 · 296 citations* **[Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks](https://md.research.elamur.ai/free/en/papers/thakur-2021-augmented-sbert-data-augmentation-method/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Nandan Thakur, Nils Reimers, Johannes Daxenberger, et al.*2021 · 276 citations* - [BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models NeurIPS 2021 Datasets and Benchmarks](https://md.research.elamur.ai/free/en/papers/thakur-2021-beir-heterogenous-benchmark-zero/) — Nandan Thakur, Nils Reimers, Andreas Rücklé, et al. · 2021 · 265 citations **[Generalizing Cross-Document Event Coreference Resolution Across Multiple Corpora](https://md.research.elamur.ai/free/en/papers/bugert-2021-generalizing-cross-document-event-coreference/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Michael Bugert, Nils Reimers, Iryna Gurevych*2021 · 33 citations*