--- title: "Sebastian Ruder — papers" description: "Sebastian Ruder: 18 papers in the Elamur Research library (2017–2023) — our summary of each, its ideas, references and who cites it." canonical: "https://research.elamur.ai/free/en/authors/sebastian-ruder/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/sebastian-ruder/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Sebastian Ruder # Sebastian Ruder 18 papers on this site (2017–2023) [OpenAlex](https://openalex.org/A5037310413) · h-index 49 · 165 works · 21032 citations (openalex-snapshot, 2026-10-14) Profile data from OpenAlex; authors with the same name are not always told apart. - [AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages](https://md.research.elamur.ai/free/en/papers/muhammad-2023-afrisenti-twitter-sentiment-analysis-benchmark/) — Shamsuddeen Hassan Muhammad, Idris Abdulmumin, Abinew Ali Ayele, et al. · 2023 - [Language Models are Multilingual Chain-of-Thought Reasoners](https://md.research.elamur.ai/free/en/papers/shi-2022-language-models-multilingual-chain-thought/) — Freda Shi, Mirac Suzgun, Markus Freitag, et al. · 2022 - [MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/adelani-2022-masakhaner-2-0-africa-centric/) — David Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, et al. · 2022 - [NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/muhammad-2022-naijasenti-nigerian-twitter-sentiment-corpus/) — Shamsuddeen Hassan Muhammad, David Ifeoluwa Adelani, Sebastian Ruder, et al. · 2022 - [How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models](https://md.research.elamur.ai/free/en/papers/rust-2021-how-good-is-your-tokenizer/) — Phillip Rust, Jonas Pfeiffer, Ivan Vulić, et al. · 2021 - [MasakhaNER: Named Entity Recognition for African Languages](https://md.research.elamur.ai/free/en/papers/adelani-2021-masakhaner-named-entity-recognition-african/) — David Ifeoluwa Adelani, Jade Abbott, Graham Neubig, et al. · 2021 - [Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks](https://md.research.elamur.ai/free/en/papers/mahabadi-2021-parameter-efficient-multi-task-fine/) — Rabeeh Karimi Mahabadi, Sebastian Ruder, Mostafa Dehghani, et al. · 2021 - [UNKs Everywhere: Adapting Multilingual Language Models to New Scripts](https://md.research.elamur.ai/free/en/papers/pfeiffer-2021-unks-everywhere-adapting-multilingual-language/) — Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al. · 2021 - [XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation](https://md.research.elamur.ai/free/en/papers/ruder-2021-xtreme-r-more-challenging-nuanced/) — Sebastian Ruder, Noah Constant, Jan Botha, et al. · 2021 - [AdapterHub: A Framework for Adapting Transformers](https://md.research.elamur.ai/free/en/papers/pfeiffer-2020-adapterhub-framework-adapting-transformers/) — Jonas Pfeiffer, Andreas Rücklé, Clifton Poth, et al. · 2020 - [Long Range Arena: A Benchmark for Efficient Transformers](https://md.research.elamur.ai/free/en/papers/tay-2020-long-range-arena-benchmark-efficient/) — Yi Tay, Mostafa Dehghani, Samira Abnar, et al. · 2020 - [MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer](https://md.research.elamur.ai/free/en/papers/pfeiffer-2020-mad-x-adapter-based-framework/) — Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al. · 2020 - [On the Cross-lingual Transferability of Monolingual Representations](https://md.research.elamur.ai/free/en/papers/artetxe-2020-cross-lingual-transferability-monolingual-representations/) — Mikel Artetxe, Sebastian Ruder, Dani Yogatama · 2020 - [Rethinking embedding coupling in pre-trained language models](https://md.research.elamur.ai/free/en/papers/chung-2020-rethinking-embedding-coupling-pre-trained/) — Hyung Won Chung, Thibault Févry, Henry Tsai, et al. · 2020 - [XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization](https://md.research.elamur.ai/free/en/papers/hu-2020-xtreme-massively-multilingual-multi-task/) — Junjie Hu, Sebastian Ruder, Aditya Siddhant, et al. · 2020 - [Transfer Learning in Natural Language Processing](https://md.research.elamur.ai/free/en/papers/ruder-2019-transfer-learning-natural-language-processing/) — Sebastian Ruder, Matthew E. Peters, Swabha Swayamdipta, et al. · 2019 - [On the Limitations of Unsupervised Bilingual Dictionary Induction](https://md.research.elamur.ai/free/en/papers/sogaard-2018-limitations-unsupervised-bilingual-dictionary-induction/) — Anders Søgaard, Sebastian Ruder, Ivan Vulić · 2018 - [An Overview of Multi-Task Learning in Deep Neural Networks](https://md.research.elamur.ai/free/en/papers/ruder-2017-overview-multi-task-learning-deep/) — Sebastian Ruder · 2017