NLPExplorer

Sebastian Ruder

Number of Papers:- 67

Number of Citations:- 36

First ACL Paper:- 2016

Latest ACL Paper:- 2024

Venues:-

NAACL

MRL

CoNLL

COLING

EMNLP

Findings

SemEval

LREC

TACL

ACL

*SEMEVAL

IJCNLP

AACL

Co-Authors:-

Similar Authors:-

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

Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning ACL

How Does Quantization Affect Multilingual LLMs? F i n d i n g s - E M N L P

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages EMNLP

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

Understanding and Mitigating Language Confusion in LLMs EMNLP

Evaluating the Diversity, Equity, and Inclusion of NLP Technology: A Case Study for Indian Languages F i n d i n g s - E A C L

Simran Khanuja | Sebastian Ruder | Partha Talukdar |

SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval) SemEval

Cross-lingual Open-Retrieval Question Answering for African Languages F i n d i n g s - E M N L P

Romanization-based Large-scale Adaptation of Multilingual Language Models F i n d i n g s - E M N L P

AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages EMNLP

Empowering Cross-lingual Behavioral Testing of NLP Models with Typological Features ACL

Ester Hlavnova | Sebastian Ruder |

Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning EMNLP

TaTA: A Multilingual Table-to-Text Dataset for African Languages F i n d i n g s - E M N L P

XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages F i n d i n g s - E M N L P

Evaluating and Modeling Attribution for Cross-Lingual Question Answering EMNLP

QAmeleon: Multilingual QA with Only 5 Examples TACL

evision PDF of 'NusaCrowd: Open Source Initiative for Indonesian NLP Resources F i n d i n g s - A C L

mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations F i n d i n g s - E M N L P

Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold ACL Findings

Sebastian Ruder | Ivan Vulić | Anders Søgaard |

One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia ACL

FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding ACL

Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation ACL

Xinyi Wang | Sebastian Ruder | Graham Neubig |

Memorisation versus Generalisation in Pre-trained Language Models ACL

Michael Tänzer | Sebastian Ruder | Marek Rei |

Writing System and Speaker Metadata for 2,800+ Language Varieties LREC

NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis LREC

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing: Student Research Workshop AACL IJCNLP

Yan Hanqi | Yang Zonghan | Sebastian Ruder | Wan Xiaojun |

Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer EMNLP

Modular and Parameter-Efficient Fine-Tuning for NLP Models EMNLP

Sebastian Ruder | Jonas Pfeiffer | Ivan Vulić |

MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition EMNLP

Multi-view Subword Regularization NAACL

Xinyi Wang | Sebastian Ruder | Graham Neubig |

Multi-Domain Multilingual Question Answering EMNLP

Sebastian Ruder | Avi Sil |

MasakhaNER: Named Entity Recognition for African Languages TACL

Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks ACL IJCNLP

Rabeeh Karimi Mahabadi | Sebastian Ruder | Mostafa Dehghani | James Henderson |

How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models ACL IJCNLP

XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation EMNLP

IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation EMNLP

MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer EMNLP Findings

UNKs Everywhere: Adapting Multilingual Language Models to New Scripts EMNLP

Jonas Pfeiffer | Ivan Vulić | Iryna Gurevych | Sebastian Ruder |

Efficient Test Time Adapter Ensembling for Low-resource Language Varieties EMNLP Findings

Xinyi Wang | Yulia Tsvetkov | Sebastian Ruder | Graham Neubig |

Proceedings of the 1st Workshop on Multilingual Representation Learning EMNLP MRL

A Call for More Rigor in Unsupervised Cross-lingual Learning ACL

On the Cross-lingual Transferability of Monolingual Representations ACL

Mikel Artetxe | Sebastian Ruder | Dani Yogatama |

Morphologically Aware Word-Level Translation COLING

Paula Czarnowska | Sebastian Ruder | Ryan Cotterell | Ann Copestake |

AdapterHub: A Framework for Adapting Transformers EMNLP

AxCell: Automatic Extraction of Results from Machine Learning Papers EMNLP

Are All Good Word Vector Spaces Isomorphic? EMNLP

Ivan Vulić | Sebastian Ruder | Anders Søgaard |

MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer EMNLP

Jonas Pfeiffer | Ivan Vulić | Iryna Gurevych | Sebastian Ruder |

Don’t Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction EMNLP

MultiFiT: Efficient Multi-lingual Language Model Fine-tuning EMNLP

Transfer Learning in Natural Language Processing NAACL

Sebastian Ruder | Matthew E. Peters | Swabha Swayamdipta | Thomas Wolf |

How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions ACL

Goran Glavaš | Robert Litschko | Sebastian Ruder | Ivan Vulić |