Sebastian Ruder

基本信息

浏览量：483

职业迁徙

个人简介

He's interested in transfer learning for NLP and making ML and NLP more accessible.

研究兴趣

论文共 138 篇作者统计合作学者相似作者

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A Post-trainer's Guide to Multilingual Training Data: Uncovering Cross-lingual Transfer Dynamics

Luisa Shimabucoro,Ahmet Ustun,Marzieh Fadaee,Sebastian Ruder

arxiv（2025）

引用0浏览0引用

The Sparse Frontier: Sparse Attention Trade-offs in Transformer LLMs

Piotr Nawrot, Robert Li, Renjie Huang,Sebastian Ruder,Kelly Marchisio,Edoardo M. Ponti

arxiv（2025）

引用0浏览0引用

AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic

Nathaniel R. Robinson, Shahd Abdelmoneim,Kelly Marchisio,Sebastian Ruder

CoRR (2024)

引用0浏览0EI引用

Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization

Alexandra Chronopoulou,Jonas Pfeiffer,Joshua Maynez,Xinyi Wang,Sebastian Ruder,Priyanka Agrawal

Proceedings of the Fourth Workshop on Multilingual Representation Learning (MRL 2024)pp.114-126, (2024)

引用7浏览0EI引用

Aya 23: Open Weight Releases to Further Multilingual Progress

Viraat Aryabumi,John Dang, Dwarak Talupuru,Saurabh Dash,David Cairuz,Hangyu Lin,Bharat Venkitesh, Madeline Smith,Jon Ander Campos,Yi Chern Tan,Kelly Marchisio,Max Bartolo,Sebastian Ruder,Acyr Locatelli,Julia Kreutzer,Nick Frosst,Aidan Gomez,Phil Blunsom,Marzieh Fadaee,Ahmet Üstün,Sara Hooker

CoRR (2024)

引用1浏览0EI引用

Aya Dataset: an Open-Access Collection for Multilingual Instruction Tuning

Shivalika Singh,Freddie Vargus,Daniel Dsouza,Börje F. Karlsson,Abinaya Mahendiran,Wei-Yin Ko, Herumb Shandilya,Jay Patel,Deividas Mataciunas, Laura OMahony,Mike Zhang,Ramith Hettiarachchi,Joseph Wilson, Marina Machado, Luisa Souza Moura,Dominik Krzemiński, Hakimeh Fadaei,Irem Ergün,Ifeoma Okoh,Aisha Alaagib,Oshan Mudannayake,Zaid Alyafeai,Vu Minh Chien,Sebastian Ruder, Surya Guthikonda,Emad A. Alghamdi,Sebastian Gehrmann,Niklas Muennighoff,Max Bartolo,Julia Kreutzer,Ahmet Üstün,Marzieh Fadaee,Sara Hooker

Annual Meeting of the Association for Computational Linguistics（2024）

引用86浏览0EI引用

BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer

Akari Asai,Sneha Kudugunta,Xinyan Velocity Yu,Terra Blevins,Hila Gonen,Machel Reid,Yulia Tsvetkov,Sebastian Ruder,Hannaneh Hajishirzi

NAACL-HLT（2024）

引用17浏览0EI引用

LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives

Luísa Shimabucoro,Sebastian Ruder,Julia Kreutzer,Marzieh Fadaee,Sara Hooker

EMNLP 2024 (2024): 9243-9267

引用1浏览0EI引用

LLM See, LLM Do: Guiding Data Generation to Target Non-Differentiable Objectives

Luísa Shimabucoro,Sebastian Ruder,Julia Kreutzer,Marzieh Fadaee,Sara Hooker

CoRR (2024)

引用2浏览0EI引用

Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation

Shivalika Singh,Angelika Romanou,Clémentine Fourrier, David I. Adelani, Jian Gang Ngui, Daniel Vila-Suero,Peerat Limkonchotiwat,Kelly Marchisio,Wei Qi Leong,Yosephine Susanto, Raymond Ng,Shayne Longpre,Wei-Yin Ko,Sebastian Ruder, Madeline Smith,Antoine Bosselut,Alice Oh, Andre F. T. Martins,Leshem Choshen,Daphne Ippolito, Enzo Ferrante,Marzieh Fadaee,Beyza Ermis,Sara Hooker

CoRR (2024)

引用0浏览0EI引用

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论文共 138 篇作者统计合作学者相似作者