NLPExplorer

Kenneth Heafield

Number of Papers:- 63

Number of Citations:- 570

First ACL Paper:- 2009

Latest ACL Paper:- 2024

Venues:-

NAACL

CoNLL

COLING

AMTA

EMNLP

LREC

TACL

ACL

EACL

WMT

NGT

IJCNLP

IWSLT

Co-Authors:-

Adithya Renduchintala

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Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca F i n d i n g s - E A C L

Code-Switched Language Identification is Harder Than You Think EACL

Laurie Burchell | Alexandra Birch | Robert Thompson | Kenneth Heafield |

Document-Level Machine Translation with Large-Scale Public Parallel Corpora ACL

Proyag Pal | Alexandra Birch | Kenneth Heafield |

Cheating to Identify Hard Problems for Neural Machine Translation F i n d i n g s - E A C L

Proyag Pal | Kenneth Heafield |

Efficient Methods for Natural Language Processing: A Survey TACL

An Open Dataset and Model for Language Identification ACL

Laurie Burchell | Alexandra Birch | Nikolay Bogoychev | Kenneth Heafield |

Cheat Codes to Quantify Missing Source Information in Neural Machine Translation NAACL

Proyag Pal | Kenneth Heafield |

Constrained Regeneration for Cross-Lingual Query-Focused Extractive Summarization COLING

The EuroPat Corpus: A Parallel Corpus of European Patent Data LREC

Edinburgh’s Submission to the WMT 2022 Efficiency Task WMT

Findings of the WMT 2022 Shared Task on Efficient Translation WMT

Gender bias amplification during Speed-Quality optimization in Neural Machine Translation ACL IJCNLP

TranslateLocally: Blazing-fast translation running on the local CPU EMNLP

Nikolay Bogoychev | Jelmer Van der Linde | Kenneth Heafield |

Findings of the WMT 2021 Shared Task on Efficient Translation EMNLP WMT

Kenneth Heafield | Qianqian Zhu | Roman Grundkiewicz |

Pruning Neural Machine Translation for Speed Using Group Lasso EMNLP WMT

Maximiliana Behnke | Kenneth Heafield |

The University of Edinburgh’s English-German and English-Hausa Submissions to the WMT21 News Translation Task EMNLP WMT

Efficient Machine Translation with Model Pruning and Quantization EMNLP WMT

Findings of the 2021 Conference on Machine Translation (WMT21) EMNLP WMT

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

Findings of the Fourth Workshop on Neural Generation and Translation ACL NGT WS

Parallel Sentence Mining by Constrained Decoding ACL

Pinzhen Chen | Nikolay Bogoychev | Kenneth Heafield | Faheem Kirefu |

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 |

Proceedings of the Fourth Workshop on Neural Generation and Translation ACL NGT WS

ParaCrawl: Web-Scale Acquisition of Parallel Corpora ACL

Speed-optimized, Compact Student Models that Distill Knowledge from a Larger Teacher Model: the UEDIN-CUNI Submission to the WMT 2020 News Translation Task EMNLP WMT

Losing Heads in the Lottery: Pruning Transformer Attention in Neural Machine Translation EMNLP

Maximiliana Behnke | Kenneth Heafield |

The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020 AMTA

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 |

Zero-Resource Neural Machine Translation with Monolingual Pivot Data EMNLP WS

Anna Currey | Kenneth Heafield |

From Research to Production and Back: Ludicrously Fast Neural Machine Translation EMNLP WS

Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data ACL WS

Roman Grundkiewicz | Marcin Junczys-Dowmunt | Kenneth Heafield |

Incorporating Source Syntax into Transformer-Based Neural Machine Translation ACL WMT WS

Anna Currey | Kenneth Heafield |

Multi-Source Syntactic Neural Machine Translation EMNLP

Anna Currey | Kenneth Heafield |

Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation EMNLP

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

Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task NAACL

Marcin Junczys-Dowmunt | Roman Grundkiewicz | Shubha Guha | Kenneth Heafield |

Marian: Fast Neural Machine Translation in C++ ACL

Neural Machine Translation Techniques for Named Entity Transliteration ACL WS

Roman Grundkiewicz | Kenneth Heafield |

Fast Neural Machine Translation Implementation ACL WS

Marian: Cost-effective High-Quality Neural Machine Translation in C++ ACL WS

Unsupervised Source Hierarchies for Low-Resource Neural Machine Translation ACL WS

Anna Currey | Kenneth Heafield |

The University of Edinburgh’s Submissions to the WMT18 News Translation Task EMNLP WMT WS

Findings of the WMT 2018 Shared Task on Parallel Corpus Filtering EMNLP WMT WS

Philipp Koehn | Huda Khayrallah | Kenneth Heafield | Mikel L. Forcada |

Sparse Communication for Distributed Gradient Descent EMNLP

Alham Fikri Aji | Kenneth Heafield |

Copied Monolingual Data Improves Low-Resource Neural Machine Translation WMT WS

Anna Currey | Antonio Valerio Miceli Barone | Kenneth Heafield |

The University of Edinburgh’s Neural MT Systems for WMT17 WMT WS

Normalized Log-Linear Interpolation of Backoff Language Models is Efficient ACL

Kenneth Heafield | Chase Geigle | Sean Massung | Lane Schwartz |

Language Identification and Modeling in Specialized Hardware ACL IJCNLP

Kenneth Heafield | Rohan Kshirsagar | Santiago Barona |

N-gram Counts and Language Models from the Common Crawl LREC

Christian Buck | Kenneth Heafield | Bas van Ooyen |

Faster Phrase-Based Decoding by Refining Feature State ACL

Kenneth Heafield | Michael Kayser | Christopher D. Manning |

Edinburgh’s Phrase-based Machine Translation Systems for WMT-14 WMT WS

Nadir Durrani | Barry Haddow | Philipp Koehn | Kenneth Heafield |

Stanford University’s Submissions to the WMT 2014 Translation Task WMT WS

Grouping Language Model Boundary Words to Speed K–Best Extraction from Hypergraphs NAACL

Kenneth Heafield | Philipp Koehn | Alon Lavie |

Scalable Modified Kneser-Ney Language Model Estimation ACL

Kenneth Heafield | Ivan Pouzyrevsky | Jonathan H. Clark | Philipp Koehn |

Edinburgh’s Machine Translation Systems for European Language Pairs WMT WS

Nadir Durrani | Barry Haddow | Kenneth Heafield | Philipp Koehn |

Language Model Rest Costs and Space-Efficient Storage CoNLL EMNLP

Kenneth Heafield | Philipp Koehn | Alon Lavie |

CMU System Combination in WMT 2011 WMT WS

Kenneth Heafield | Alon Lavie |

KenLM: Faster and Smaller Language Model Queries WMT WS

Kenneth Heafield |

Left language model state for syntactic machine translation IWSLT

CMU Multi-Engine Machine Translation for WMT 2010 WS

Kenneth Heafield | Alon Lavie |

Voting on N-grams for Machine Translation System Combination AMTA

Kenneth Heafield | Alon Lavie |

Machine Translation System Combination with Flexible Word Ordering WMT WS

Kenneth Heafield | Greg Hanneman | Alon Lavie |