Language Features Matter: Effective Language Representations for Vision-Language Tasks. - Andrea Burns; Reuben Tan; Kate Saenko; Stan Sclaroff; Bryan A. Plummer (ICCV, 2019)

Learning to Scale Multilingual Representations for Vision-Language Tasks. - Andrea Burns; Donghyun Kim 006; Derry Wijaya; Kate Saenko; Bryan A. Plummer (ECCV (4), 2020)

Mobile App Tasks with Iterative Feedback (MoTIF): Addressing Task Feasibility in Interactive Visual Environments. - Andrea Burns; Deniz Arsan; Sanjna Agrawal; Ranjitha Kumar; Kate Saenko; Bryan A. Plummer (CoRR, 2021)

Unsupervised Disentanglement without Autoencoding: Pitfalls and Future Directions. - Andrea Burns; Aaron Sarna; Dilip Krishnan; Aaron Maschinot (CoRR, 2021)

A Dataset for Interactive Vision-Language Navigation with Unknown Command Feasibility. - Andrea Burns; Deniz Arsan; Sanjna Agrawal; Ranjitha Kumar; Kate Saenko; Bryan A. Plummer (ECCV (8), 2022)

Interactive Mobile App Navigation with Uncertain or Under-specified Natural Language Commands. - Andrea Burns; Deniz Arsan; Sanjna Agrawal; Ranjitha Kumar; Kate Saenko; Bryan A. Plummer (CoRR, 2022)

Language-Guided Audio-Visual Source Separation via Trimodal Consistency. - Reuben Tan; Arijit Ray; Andrea Burns; Bryan A. Plummer; Justin Salamon; Oriol Nieto; Bryan C. Russell; Kate Saenko (CVPR, 2023)

A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding. - Andrea Burns; Krishna Srinivasan; Joshua Ainslie; Geoff Brown; Bryan A. Plummer; Kate Saenko; Jianmo Ni; Mandy Guo (EMNLP, 2023)

WikiWeb2M: A Page-Level Multimodal Wikipedia Dataset. - Andrea Burns; Krishna Srinivasan; Joshua Ainslie; Geoff Brown; Bryan A. Plummer; Kate Saenko; Jianmo Ni; Mandy Guo (CoRR, 2023)

Tell Me What's Next: Textual Foresight for Generic UI Representations. - Andrea Burns; Kate Saenko; Bryan A. Plummer (ACL (Findings), 2024)

ImageInWords: Unlocking Hyper-Detailed Image Descriptions. - Roopal Garg; Andrea Burns; Burcu Karagol Ayan; Yonatan Bitton; Ceslee Montgomery; Yasumasa Onoe; Andrew Bunner; Ranjay Krishna; Jason Baldridge; Radu Soricut (EMNLP, 2024)

Perch 2.0: The Bittern Lesson for Bioacoustics. - Bart van Merriënboer; Vincent Dumoulin; Jenny Hamer; Lauren Harrell; Andrea Burns; Tom Denton (CoRR, 2025)