NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages EACL

Genta Winata | Alham Fikri Aji | Samuel Cahyawijaya | Rahmad Mahendra | Fajri Koto | Ade Romadhony | Kemal Kurniawan | David Moeljadi | Radityo Eko Prasojo | Pascale Fung |

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

Alham Fikri Aji | Genta Indra Winata | Fajri Koto | Samuel Cahyawijaya | Ade Romadhony | Rahmad Mahendra | Kemal Kurniawan | David Moeljadi | Radityo Eko Prasojo | Timothy Baldwin | Jey Han Lau | Sebastian Ruder |

Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering COLING

Priyanka Sen | Alham Fikri Aji | Amir Saffari |

Towards better structured and less noisy Web data: Oscar with Register annotations COLING WNUT WS

Veronika Laippala | Anna Salmela | Samuel Rönnqvist | Alham Fikri Aji | Li-Hsin Chang | Asma Dhifallah | Larissa Goulart | Henna Kortelainen | Marc Pàmies | Deise Prina Dutra | Valtteri Skantsi | Lintang Sutawika | Sampo Pyysalo |

A Relation Extraction Dataset for Knowledge Extraction from Web Tables COLING

Siffi Singh | Alham Fikri Aji | Gaurav Singh | Christos Christodoulopoulos |

BERT Goes Brrr: A Venture Towards the Lesser Error in Classifying Medical Self-Reporters on Twitter NAACL SMM4H

Alham Fikri Aji | Made Nindyatama Nityasya | Haryo Akbarianto Wibowo | Radityo Eko Prasojo | Tirana Fatyanosa |

The University of Edinburgh’s Bengali-Hindi Submissions to the WMT21 News Translation Task EMNLP WMT

Proyag Pal | Alham Fikri Aji | Pinzhen Chen | Sukanta Sen |

IndoCollex: A Testbed for Morphological Transformation of Indonesian Colloquial Words Findings

Haryo Akbarianto Wibowo | Made Nindyatama Nityasya | Afra Feyza Akyürek | Suci Fitriany | Alham Fikri Aji | Radityo Eko Prasojo | Derry Tanti Wijaya |

IndoNLI: A Natural Language Inference Dataset for Indonesian EMNLP

Rahmad Mahendra | Alham Fikri Aji | Samuel Louvan | Fahrurrozi Rahman | Clara Vania |

ParaCotta: Synthetic Multilingual Paraphrase Corpora from the Most Diverse Translation Sample Pair PACLIC

Alham Fikri Aji | Radityo Eko Prasojo Tirana Noor Fatyanosa | Philip Arthur | Suci Fitriany | Salma Qonitah | Nadhifa Zulfa | Tomi Santoso | Mahendra Data |

ParaCotta: Synthetic Multilingual Paraphrase Corpora from the Most Diverse Translation Sample Pair PACLIC

Alham Fikri Aji | Tirana Fatyanosa | Radityo Eko Prasojo | Philip Arthur | Suci Fitriany | Salma Qonitah | Nadhifa Zulfa | Tomi Santoso | Mahendra Data |

Efficient Machine Translation with Model Pruning and Quantization EMNLP WMT

Maximiliana Behnke | Nikolay Bogoychev | Alham Fikri Aji | Kenneth Heafield | Graeme Nail | Qianqian Zhu | Svetlana Tchistiakova | Jelmer van der Linde | Pinzhen Chen | Sidharth Kashyap | Roman Grundkiewicz |

Edinburgh’s Submissions to the 2020 Machine Translation Efficiency Task ACL NGT WS

Nikolay Bogoychev | Roman Grundkiewicz | Alham Fikri Aji | Maximiliana Behnke | Kenneth Heafield | Sidharth Kashyap | Emmanouil-Ioannis Farsarakis | Mateusz Chudyk |

Compressing Neural Machine Translation Models with 4-bit Precision ACL NGT WS

Alham Fikri Aji | Kenneth Heafield |

In Neural Machine Translation, What Does Transfer Learning Transfer? ACL

Alham Fikri Aji | Nikolay Bogoychev | Kenneth Heafield | Rico Sennrich |

Benchmarking Multidomain English-Indonesian Machine Translation BUCC LREC WS

Tri Wahyu Guntara | Alham Fikri Aji | Radityo Eko Prasojo |

Combining Global Sparse Gradients with Local Gradients in Distributed Neural Network Training EMNLP

Alham Fikri Aji | Kenneth Heafield | Nikolay Bogoychev |

Making Asynchronous Stochastic Gradient Descent Work for Transformers EMNLP WS

Alham Fikri Aji | Kenneth Heafield |

Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation EMNLP

Nikolay Bogoychev | Kenneth Heafield | Alham Fikri Aji | Marcin Junczys-Dowmunt |

Marian: Fast Neural Machine Translation in C++ ACL

Marcin Junczys-Dowmunt | Roman Grundkiewicz | Tomasz Dwojak | Hieu Hoang | Kenneth Heafield | Tom Neckermann | Frank Seide | Ulrich Germann | Alham Fikri Aji | Nikolay Bogoychev | André F. T. Martins | Alexandra Birch |

Sparse Communication for Distributed Gradient Descent EMNLP

Alham Fikri Aji | Kenneth Heafield |