SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency NAACL

Sameer Dharur | Purva Tendulkar | Dhruv Batra | Devi Parikh | Ramprasaath R. Selvaraju |

Where Are You? Localization from Embodied Dialog EMNLP

Meera Hahn | Jacob Krantz | Dhruv Batra | Devi Parikh | James Rehg | Stefan Lee | Peter Anderson |

Improving Generative Visual Dialog by Answering Diverse Questions EMNLP

Vishvak Murahari | Prithvijit Chattopadhyay | Dhruv Batra | Devi Parikh | Abhishek Das |

CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog NAACL

Satwik Kottur | José M. F. Moura | Devi Parikh | Dhruv Batra | Marcus Rohrbach |

CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication ACL

Jin-Hwa Kim | Nikita Kitaev | Xinlei Chen | Marcus Rohrbach | Byoung-Tak Zhang | Yuandong Tian | Dhruv Batra | Devi Parikh |

Do explanations make VQA models more predictable to a human? EMNLP

Arjun Chandrasekaran | Viraj Prabhu | Deshraj Yadav | Prithvijit Chattopadhyay | Devi Parikh |

Punny Captions: Witty Wordplay in Image Descriptions NAACL

Arjun Chandrasekaran | Devi Parikh | Mohit Bansal |

Sound-Word2Vec: Learning Word Representations Grounded in Sounds EMNLP

Ashwin Vijayakumar | Ramakrishna Vedantam | Devi Parikh |

Deal or No Deal? End-to-End Learning of Negotiation Dialogues EMNLP

Mike Lewis | Denis Yarats | Yann Dauphin | Devi Parikh | Dhruv Batra |

ParlAI: A Dialog Research Software Platform EMNLP

Alexander Miller | Will Feng | Dhruv Batra | Antoine Bordes | Adam Fisch | Jiasen Lu | Devi Parikh | Jason Weston |

Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions EMNLP

Arijit Ray | Gordon Christie | Mohit Bansal | Dhruv Batra | Devi Parikh |

Sort Story: Sorting Jumbled Images and Captions into Stories EMNLP

Harsh Agrawal | Arjun Chandrasekaran | Dhruv Batra | Devi Parikh | Mohit Bansal |

Human Attention in Visual Question Answering: Do Humans and Deep Networks look at the same regions? EMNLP

Abhishek Das | Harsh Agrawal | Larry Zitnick | Devi Parikh | Dhruv Batra |

Analyzing the Behavior of Visual Question Answering Models EMNLP

Aishwarya Agrawal | Dhruv Batra | Devi Parikh |

A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories NAACL

Nasrin Mostafazadeh | Nathanael Chambers | Xiaodong He | Devi Parikh | Dhruv Batra | Lucy Vanderwende | Pushmeet Kohli | James Allen |

evision PDF of 'Visual Storytelling NAACL

Ting-Hao Kenneth Huang | Francis Ferraro | Nasrin Mostafazadeh | Ishan Misra | Aishwarya Agrawal | Jacob Devlin | Ross Girshick | Xiaodong He | Pushmeet Kohli | Dhruv Batra | C. Lawrence Zitnick | Devi Parikh | Lucy Vanderwende | Michel Galley | Margaret Mitchell |