Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization F i n d i n g s - E A C L

Aishwarya Agrawal | Ivana Kajic | Emanuele Bugliarello | Elnaz Davoodi | Anita Gergely | Phil Blunsom | Aida Nematzadeh |

MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting EACL

Oscar Mañas | Pau Rodriguez Lopez | Saba Ahmadi | Aida Nematzadeh | Yash Goyal | Aishwarya Agrawal |

Measuring Progress in Fine-grained Vision-and-Language Understanding ACL

Emanuele Bugliarello | Laurent Sartran | Aishwarya Agrawal | Lisa Anne Hendricks | Aida Nematzadeh |

MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model F i n d i n g s - E M N L P

Le Zhang | Yihong Wu | Fengran Mo | Jian-Yun Nie | Aishwarya Agrawal |

Vision-Language Pretraining: Current Trends and the Future ACL

Aishwarya Agrawal | Damien Teney | Aida Nematzadeh |

Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes EMNLP

Gordon Christie | Ankit Laddha | Aishwarya Agrawal | Stanislaw Antol | Yash Goyal | Kevin Kochersberger | Dhruv Batra |

Analyzing the Behavior of Visual Question Answering Models EMNLP

Aishwarya Agrawal | Dhruv Batra | Devi Parikh |

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 |