NLPExplorer

Myle Ott

Number of Papers:- 26

Number of Citations:- 89

First ACL Paper:- 2011

Latest ACL Paper:- 2022

Venues:-

EACL

RepL4NLP

ACL

WASSA

WS

ClinicalNLP

NAACL

IJCNLP

EMNLP

WMT

Findings

Co-Authors:-

Ahmed El Kishky

Aleksandra Piktus

Similar Authors:-

Xavier Briffault

Efficient Large Scale Language Modeling with Mixtures of Experts EMNLP

Mikel Artetxe | Shruti Bhosale | Naman Goyal | Todor Mihaylov | Myle Ott | Sam Shleifer | Xi Victoria Lin | Jingfei Du | Srinivasan Iyer | Ramakanth Pasunuru | Giridharan Anantharaman | Xian Li | Shuohui Chen | Halil Akin | Mandeep Baines | Louis Martin | Xing Zhou | Punit Singh Koura | Brian O’Horo | Jeffrey Wang | Luke Zettlemoyer | Mona Diab | Zornitsa Kozareva | Veselin Stoyanov |

Few-shot Learning with Multilingual Generative Language Models EMNLP

Xi Victoria Lin | Todor Mihaylov | Mikel Artetxe | Tianlu Wang | Shuohui Chen | Daniel Simig | Myle Ott | Naman Goyal | Shruti Bhosale | Jingfei Du | Ramakanth Pasunuru | Sam Shleifer | Punit Singh Koura | Vishrav Chaudhary | Brian O’Horo | Jeff Wang | Luke Zettlemoyer | Zornitsa Kozareva | Mona Diab | Veselin Stoyanov | Xian Li |

Recipes for Building an Open-Domain Chatbot EACL

Stephen Roller | Emily Dinan | Naman Goyal | Da Ju | Mary Williamson | Yinhan Liu | Jing Xu | Myle Ott | Eric Michael Smith | Y-Lan Boureau | Jason Weston |

Analyzing the Forgetting Problem in Pretrain-Finetuning of Open-domain Dialogue Response Models EACL

Tianxing He | Jun Liu | Kyunghyun Cho | Myle Ott | Bing Liu | James Glass | Fuchun Peng |

The Source-Target Domain Mismatch Problem in Machine Translation EACL

Jiajun Shen | Peng-Jen Chen | Matthew Le | Junxian He | Jiatao Gu | Myle Ott | Michael Auli | Marc’Aurelio Ranzato |

Larger-Scale Transformers for Multilingual Masked Language Modeling ACL IJCNLP RepL4NLP

Naman Goyal | Jingfei Du | Myle Ott | Giri Anantharaman | Alexis Conneau |

Unsupervised Cross-lingual Representation Learning at Scale ACL

Alexis Conneau | Kartikay Khandelwal | Naman Goyal | Vishrav Chaudhary | Guillaume Wenzek | Francisco Guzmán | Edouard Grave | Myle Ott | Luke Zettlemoyer | Veselin Stoyanov |

On The Evaluation of Machine Translation SystemsTrained With Back-Translation ACL

Sergey Edunov | Myle Ott | Marc’Aurelio Ranzato | Michael Auli |

How Decoding Strategies Affect the Verifiability of Generated Text EMNLP Findings

Luca Massarelli | Fabio Petroni | Aleksandra Piktus | Myle Ott | Tim Rocktäschel | Vassilis Plachouras | Fabrizio Silvestri | Sebastian Riedel |

General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference EMNLP Findings

Jingfei Du | Myle Ott | Haoran Li | Xing Zhou | Veselin Stoyanov |

Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-Art ClinicalNLP EMNLP

Patrick Lewis | Myle Ott | Jingfei Du | Veselin Stoyanov |

The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–English EMNLP

Francisco Guzmán | Peng-Jen Chen | Myle Ott | Juan Pino | Guillaume Lample | Philipp Koehn | Vishrav Chaudhary | Marc’Aurelio Ranzato |

Facebook AI’s WAT19 Myanmar-English Translation Task Submission EMNLP WS

Peng-Jen Chen | Jiajun Shen | Matthew Le | Vishrav Chaudhary | Ahmed El-Kishky | Guillaume Wenzek | Myle Ott | Marc’Aurelio Ranzato |

fairseq: A Fast, Extensible Toolkit for Sequence Modeling NAACL

Myle Ott | Sergey Edunov | Alexei Baevski | Angela Fan | Sam Gross | Nathan Ng | David Grangier | Michael Auli |

Facebook FAIR’s WMT19 News Translation Task Submission ACL WMT WS

Nathan Ng | Kyra Yee | Alexei Baevski | Myle Ott | Michael Auli | Sergey Edunov |

Understanding Back-Translation at Scale EMNLP

Sergey Edunov | Myle Ott | Michael Auli | David Grangier |

Phrase-Based & Neural Unsupervised Machine Translation EMNLP

Guillaume Lample | Myle Ott | Alexis Conneau | Ludovic Denoyer | Marc’Aurelio Ranzato |

Classical Structured Prediction Losses for Sequence to Sequence Learning NAACL

Sergey Edunov | Myle Ott | Michael Auli | David Grangier | Marc’Aurelio Ranzato |

Scaling Neural Machine Translation EMNLP WMT WS

Myle Ott | Sergey Edunov | David Grangier | Michael Auli |

Towards a General Rule for Identifying Deceptive Opinion Spam ACL

Jiwei Li | Myle Ott | Claire Cardie | Eduard Hovy |

Linguistic Models of Deceptive Opinion Spam WASSA WS

Myle Ott |

Identifying Manipulated Offerings on Review Portals EMNLP

Jiwei Li | Myle Ott | Claire Cardie |

Negative Deceptive Opinion Spam NAACL

Myle Ott | Claire Cardie | Jeffrey T. Hancock |

Proceedings of the NAACL HLT 2012 Student Research Workshop NAACL

Rivka Levitan | Myle Ott | Roger Levy | Ani Nenkova |

In Search of a Gold Standard in Studies of Deception WS

Stephanie Gokhman | Jeff Hancock | Poornima Prabhu | Myle Ott | Claire Cardie |

Finding Deceptive Opinion Spam by Any Stretch of the Imagination ACL

Myle Ott | Yejin Choi | Claire Cardie | Jeffrey T. Hancock |

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