Fine-grained Interpretation and Causation Analysis in Deep NLP Models NAACL

Hassan Sajjad | Narine Kokhlikyan | Fahim Dalvi | Nadir Durrani |

Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society EMNLP Findings

Firoj Alam | Shaden Shaar | Fahim Dalvi | Hassan Sajjad | Alex Nikolov | Hamdy Mubarak | Giovanni Da San Martino | Ahmed Abdelali | Nadir Durrani | Kareem Darwish | Abdulaziz Al-Homaid | Wajdi Zaghouani | Tommaso Caselli | Gijs Danoe | Friso Stolk | Britt Bruntink | Preslav Nakov |

How transfer learning impacts linguistic knowledge in deep NLP models? Findings

Nadir Durrani | Hassan Sajjad | Fahim Dalvi |

FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN ACL IWSLT WS

Ebrahim Ansari | amittai axelrod | Nguyen Bach | Ondřej Bojar | Roldano Cattoni | Fahim Dalvi | Nadir Durrani | Marcello Federico | Christian Federmann | Jiatao Gu | Fei Huang | Kevin Knight | Xutai Ma | Ajay Nagesh | Matteo Negri | Jan Niehues | Juan Pino | Elizabeth Salesky | Xing Shi | Sebastian Stüker | Marco Turchi | Alexander Waibel | Changhan Wang |

Similarity Analysis of Contextual Word Representation Models ACL

John Wu | Yonatan Belinkov | Hassan Sajjad | Nadir Durrani | Fahim Dalvi | James Glass |

On the Linguistic Representational Power of Neural Machine Translation Models CL

Yonatan Belinkov | Nadir Durrani | Fahim Dalvi | Hassan Sajjad | James Glass |

AraBench: Benchmarking Dialectal Arabic-English Machine Translation COLING

Hassan Sajjad | Ahmed Abdelali | Nadir Durrani | Fahim Dalvi |

Analyzing Individual Neurons in Pre-trained Language Models EMNLP

Nadir Durrani | Hassan Sajjad | Fahim Dalvi | Yonatan Belinkov |

Analyzing Redundancy in Pretrained Transformer Models EMNLP

Fahim Dalvi | Hassan Sajjad | Nadir Durrani | Yonatan Belinkov |

One Size Does Not Fit All: Comparing NMT Representations of Different Granularities NAACL

Nadir Durrani | Fahim Dalvi | Hassan Sajjad | Yonatan Belinkov | Preslav Nakov |

Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation NAACL

Fahim Dalvi | Nadir Durrani | Hassan Sajjad | Stephan Vogel |

QCRI Live Speech Translation System EACL

Fahim Dalvi | Yifan Zhang | Sameer Khurana | Nadir Durrani | Hassan Sajjad | Ahmed Abdelali | Hamdy Mubarak | Ahmed Ali | Stephan Vogel |

The SUMMA Platform Prototype EACL

Renars Liepins | Ulrich Germann | Guntis Barzdins | Alexandra Birch | Steve Renals | Susanne Weber | Peggy van der Kreeft | Hervé Bourlard | João Prieto | Ondřej Klejch | Peter Bell | Alexandros Lazaridis | Alfonso Mendes | Sebastian Riedel | Mariana S. C. Almeida | Pedro Balage | Shay B. Cohen | Tomasz Dwojak | Philip N. Garner | Andreas Giefer | Marcin Junczys-Dowmunt | Hina Imran | David Nogueira | Ahmed Ali | Sebastião Miranda | Andrei Popescu-Belis | Lesly Miculicich Werlen | Nikos Papasarantopoulos | Abiola Obamuyide | Clive Jones | Fahim Dalvi | Andreas Vlachos | Yang Wang | Sibo Tong | Rico Sennrich | Nikolaos Pappas | Shashi Narayan | Marco Damonte | Nadir Durrani | Sameer Khurana | Ahmed Abdelali | Hassan Sajjad | Stephan Vogel | David Sheppey | Chris Hernon | Jeff Mitchell |

Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks IJCNLP

Yonatan Belinkov | Lluís Màrquez | Hassan Sajjad | Nadir Durrani | Fahim Dalvi | James Glass |

Understanding and Improving Morphological Learning in the Neural Machine Translation Decoder IJCNLP

Fahim Dalvi | Nadir Durrani | Hassan Sajjad | Yonatan Belinkov | Stephan Vogel |

What do Neural Machine Translation Models Learn about Morphology? ACL

Yonatan Belinkov | Nadir Durrani | Fahim Dalvi | Hassan Sajjad | James Glass |

Challenging Language-Dependent Segmentation for Arabic: An Application to Machine Translation and Part-of-Speech Tagging ACL

Hassan Sajjad | Fahim Dalvi | Nadir Durrani | Ahmed Abdelali | Yonatan Belinkov | Stephan Vogel |

Continuous Space Reordering Models for Phrase-based MT IWSLT

Nadir Durrani | Fahim Dalvi |

Neural Machine Translation Training in a Multi-Domain Scenario IWSLT

Hassan Sajjad | Nadir Durrani | Fahim Dalvi | Yonatan Belinkov | Stephan Vogel |

QCRI @ DSL 2016: Spoken Arabic Dialect Identification Using Textual Features VarDial WS

Mohamed Eldesouki | Fahim Dalvi | Hassan Sajjad | Kareem Darwish |

QCRI’s Machine Translation Systems for IWSLT’16 IWSLT

Nadir Durrani | Fahim Dalvi | Hassan Sajjad | Stephan Vogel |