Rowan Zellers

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 47

Top Topics

Text Generation

Visual Representations

Top Venues

Publications

Youngjae Yu, Jiwan Chung, Heeseung Yun, Jack Hessel, Jae Sung Park, Ximing Lu, Rowan Zellers, Prithviraj Ammanabrolu, Ronan Le Bras, Gunhee Kim, Yejin Choi
Fusing Pre-Trained Language Models with Multimodal Prompts through Reinforcement Learning. CVPR (2023)
Jiasen Lu, Christopher Clark, Rowan Zellers, Roozbeh Mottaghi, Aniruddha Kembhavi
UNIFIED-IO: A Unified Model for Vision, Language, and Multi-modal Tasks. ICLR (2023)
Jack Hessel, Ana Marasovic, Jena D. Hwang, Lillian Lee, Jeff Da, Rowan Zellers, Robert Mankoff, Yejin Choi
Do Androids Laugh at Electric Sheep? Humor "Understanding" Benchmarks from The New Yorker Caption Contest. ACL (1) (2023)
Yanpeng Zhao, Jack Hessel, Youngjae Yu, Ximing Lu, Rowan Zellers, Yejin Choi
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer. NAACL-HLT (2022)
Ximing Lu, Sean Welleck, Peter West, Liwei Jiang, Jungo Kasai, Daniel Khashabi, Ronan Le Bras, Lianhui Qin, Youngjae Yu, Rowan Zellers, Noah A. Smith, Yejin Choi
NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics. NAACL-HLT (2022)
Rowan Zellers, Jiasen Lu, Ximing Lu, Youngjae Yu, Yanpeng Zhao, Mohammadreza Salehi, Aditya Kusupati, Jack Hessel, Ali Farhadi, Yejin Choi
MERLOT RESERVE: Neural Script Knowledge through Vision and Language and Sound. CVPR (2022)
Krishna Pillutla, Lang Liu, John Thickstun, Sean Welleck, Swabha Swayamdipta, Rowan Zellers, Sewoong Oh, Yejin Choi, Zaïd Harchaoui
MAUVE Scores for Generative Models: Theory and Practice. CoRR (2022)
Jack Hessel, Jena D. Hwang, Jae Sung Park, Rowan Zellers, Chandra Bhagavatula, Anna Rohrbach, Kate Saenko, Yejin Choi
The Abduction of Sherlock Holmes: A Dataset for Visual Abductive Reasoning. CoRR (2022)
Jiasen Lu, Christopher Clark, Rowan Zellers, Roozbeh Mottaghi, Aniruddha Kembhavi
Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks. CoRR (2022)
Jack Hessel, Ana Marasovic, Jena D. Hwang, Lillian Lee, Jeff Da, Rowan Zellers, Robert Mankoff, Yejin Choi
Do Androids Laugh at Electric Sheep? Humor "Understanding" Benchmarks from The New Yorker Caption Contest. CoRR (2022)
Rowan Zellers, Jiasen Lu, Ximing Lu, Youngjae Yu, Yanpeng Zhao, Mohammadreza Salehi, Aditya Kusupati, Jack Hessel, Ali Farhadi, Yejin Choi
MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound. CoRR (2022)
Youngjae Yu, Jiwan Chung, Heeseung Yun, Jack Hessel, Jae Sung Park, Ximing Lu, Prithviraj Ammanabrolu, Rowan Zellers, Ronan Le Bras, Gunhee Kim, Yejin Choi
Multimodal Knowledge Alignment with Reinforcement Learning. CoRR (2022)
Jack Hessel, Jena D. Hwang, Jae Sung Park, Rowan Zellers, Chandra Bhagavatula, Anna Rohrbach, Kate Saenko, Yejin Choi
The Abduction of Sherlock Holmes: A Dataset for Visual Abductive Reasoning. ECCV (36) (2022)
Jeff Da, Maxwell Forbes, Rowan Zellers, Anthony Zheng, Jena D. Hwang, Antoine Bosselut, Yejin Choi
Edited Media Understanding Frames: Reasoning About the Intent and Implications of Visual Misinformation. ACL/IJCNLP (1) (2021)
Gabriel Ilharco, Rowan Zellers, Ali Farhadi, Hannaneh Hajishirzi
Probing Contextual Language Models for Common Ground with Visual Representations. NAACL-HLT (2021)
Rowan Zellers, Ari Holtzman, Elizabeth Clark, Lianhui Qin, Ali Farhadi, Yejin Choi
TuringAdvice: A Generative and Dynamic Evaluation of Language Use. NAACL-HLT (2021)
Ximing Lu, Sean Welleck, Peter West, Liwei Jiang, Jungo Kasai, Daniel Khashabi, Ronan Le Bras, Lianhui Qin, Youngjae Yu, Rowan Zellers, Noah A. Smith, Yejin Choi
NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics. CoRR (2021)
Krishna Pillutla, Swabha Swayamdipta, Rowan Zellers, John Thickstun, Sean Welleck, Yejin Choi, Zaïd Harchaoui
MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers. NeurIPS (2021)
Yanpeng Zhao, Jack Hessel, Youngjae Yu, Ximing Lu, Rowan Zellers, Yejin Choi
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer. CoRR (2021)
Ximing Lu, Peter West, Rowan Zellers, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi
NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints. NAACL-HLT (2021)
Rowan Zellers, Ari Holtzman, Matthew E. Peters, Roozbeh Mottaghi, Aniruddha Kembhavi, Ali Farhadi, Yejin Choi
PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World. CoRR (2021)
Rowan Zellers, Ximing Lu, Jack Hessel, Youngjae Yu, Jae Sung Park, Jize Cao, Ali Farhadi, Yejin Choi
MERLOT: Multimodal Neural Script Knowledge Models. CoRR (2021)
Rowan Zellers, Ximing Lu, Jack Hessel, Youngjae Yu, Jae Sung Park, Jize Cao, Ali Farhadi, Yejin Choi
MERLOT: Multimodal Neural Script Knowledge Models. NeurIPS (2021)
Krishna Pillutla, Swabha Swayamdipta, Rowan Zellers, John Thickstun, Yejin Choi, Zaïd Harchaoui
MAUVE: Human-Machine Divergence Curves for Evaluating Open-Ended Text Generation. CoRR (2021)
Rowan Zellers, Ari Holtzman, Matthew E. Peters, Roozbeh Mottaghi, Aniruddha Kembhavi, Ali Farhadi, Yejin Choi
PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World. ACL/IJCNLP (1) (2021)
Jeff Da, Maxwell Forbes, Rowan Zellers, Anthony Zheng, Jena D. Hwang, Antoine Bosselut, Yejin Choi
Edited Media Understanding: Reasoning About Implications of Manipulated Images. CoRR (2020)
Ximing Lu, Peter West, Rowan Zellers, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi
NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints. CoRR (2020)
Gabriel Ilharco, Rowan Zellers, Ali Farhadi, Hannaneh Hajishirzi
Probing Text Models for Common Ground with Visual Representations. CoRR (2020)
Ronan Le Bras, Swabha Swayamdipta, Chandra Bhagavatula, Rowan Zellers, Matthew E. Peters, Ashish Sabharwal, Yejin Choi
Adversarial Filters of Dataset Biases. CoRR (2020)
Rowan Zellers, Ari Holtzman, Elizabeth Clark, Lianhui Qin, Ali Farhadi, Yejin Choi
Evaluating Machines by their Real-World Language Use. CoRR (2020)
Yonatan Bisk, Rowan Zellers, Ronan LeBras, Jianfeng Gao, Yejin Choi
PIQA: Reasoning about Physical Commonsense in Natural Language. AAAI (2020)
Ronan Le Bras, Swabha Swayamdipta, Chandra Bhagavatula, Rowan Zellers, Matthew E. Peters, Ashish Sabharwal, Yejin Choi
Adversarial Filters of Dataset Biases. ICML (2020)
Rowan Zellers, Yonatan Bisk, Ali Farhadi, Yejin Choi
From Recognition to Cognition: Visual Commonsense Reasoning. CVPR (2019)
Rowan Zellers, Ari Holtzman, Hannah Rashkin, Yonatan Bisk, Ali Farhadi, Franziska Roesner, Yejin Choi
Defending Against Neural Fake News. NeurIPS (2019)
Rowan Zellers, Ari Holtzman, Hannah Rashkin, Yonatan Bisk, Ali Farhadi, Franziska Roesner, Yejin Choi
Defending Against Neural Fake News. CoRR (2019)
Yonatan Bisk, Rowan Zellers, Ronan Le Bras, Jianfeng Gao, Yejin Choi
PIQA: Reasoning about Physical Commonsense in Natural Language. CoRR (2019)
Rowan Zellers, Ari Holtzman, Yonatan Bisk, Ali Farhadi, Yejin Choi
HellaSwag: Can a Machine Really Finish Your Sentence? ACL (1) (2019)
Rowan Zellers, Ari Holtzman, Yonatan Bisk, Ali Farhadi, Yejin Choi
HellaSwag: Can a Machine Really Finish Your Sentence? CoRR (2019)
Rowan Zellers, Yonatan Bisk, Roy Schwartz, Yejin Choi
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference. CoRR (2018)
Rowan Zellers, Yonatan Bisk, Roy Schwartz, Yejin Choi
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference. EMNLP (2018)
Rowan Zellers, Yonatan Bisk, Ali Farhadi, Yejin Choi
From Recognition to Cognition: Visual Commonsense Reasoning. CoRR (2018)
Rowan Zellers, Mark Yatskar, Sam Thomson, Yejin Choi
Neural Motifs: Scene Graph Parsing With Global Context. CVPR (2018)
Rowan Zellers, Yejin Choi
Zero-Shot Activity Recognition with Verb Attribute Induction. CoRR (2017)
Rowan Zellers, Yejin Choi
Zero-Shot Activity Recognition with Verb Attribute Induction. EMNLP (2017)
Rowan Zellers, Mark Yatskar, Sam Thomson, Yejin Choi
Neural Motifs: Scene Graph Parsing with Global Context. CoRR (2017)
Amir Zadeh, Rowan Zellers, Eli Pincus, Louis-Philippe Morency
Multimodal Sentiment Intensity Analysis in Videos: Facial Gestures and Verbal Messages. IEEE Intell. Syst. 31 (6) (2016)
Amir Zadeh, Rowan Zellers, Eli Pincus, Louis-Philippe Morency
MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos. CoRR (2016)