@article{Gui2022,
    author = {Liangke Gui and Qiuyuan Huang and Alex Hauptmann and Yonatan Bisk and Jianfeng Gao},
    title = {{Training Vision-Language Transformers from Captions Alone}},
    journal = {ArXiv},
    year = {2022},
    url = {https://arxiv.org/abs/2205.09256},
}

@article{Jain2022,
    author = {Vidhi Jain and Yixin Lin and Eric Undersander and Yonatan Bisk and Akshara Rai},
    title = {{Transformers are Adaptable Task Planners}},
    journal = {ArXiv},
    year = {2022},
    url = {https://arxiv.org/abs/2207.02442},
}

@article{Gui2022,
    author = {Liangke Gui and Qiuyuan Huang and Alex Hauptmann and Yonatan Bisk and Jianfeng Gao},
    title = {{Training Vision-Language Transformers from Captions Alone}},
    journal = {ArXiv},
    year = {2022},
    url = {https://arxiv.org/abs/2205.09256},
}

@inproceedings{Sclar2022,
    author = {Melanie Sclar and Graham Neubig and Yonatan Bisk},
    title = {{Symmetric Machine Theory of Mind}},
    booktitle = {39th International Conference on Machine Learning},
    year = {2022},
    url = {https://proceedings.mlr.press/v162/sclar22a.html},
}

@inproceedings{Nguyen2022,
    author = {Khanh Nguyen and Yonatan Bisk and Hal Daume III},
    title = {{A Framework for Learning to Request Rich and Contextually Useful Information from Humans}},
    booktitle = {39th International Conference on Machine Learning,},
    year = {2022},
    url = {http://arxiv.org/abs/2110.08258},
}

@inproceedings{Zhu2022,
    author = {Hao Zhu and Yonatan Bisk and Graham Neubig},
    title = {{Simulated Language Learning from Communicative Goals and Linguistic Input}},
    booktitle = {Proceedings of the Annual Meeting of the Cognitive Science Society},
    year = {2022},
    url = {https://escholarship.org/uc/item/7p65n371},
}

@inproceedings{Turian2022,
    author = {Joseph Turian and Jordie Shier and Humair Raj Khan and Bhiksha Raj and Björn W. Schuller and Christian J. Steinmetz and Colin Malloy and George Tzanetakis and Gissel Velarde and Kirk McNally and Max Henry and Nicolas Pinto and Camille Noufi and Christian Clough and Dorien Herremans and Eduardo Fonseca and Jesse Engel and Justin Salamon and Philippe Esling and Pranay Manocha and Shinji Watanabe and Zeyu Jin and Yonatan Bisk},
    title = {{HEAR 2021: Holistic Evaluation of Audio Representations}},
    booktitle = {Proceedings of Machine Learning Research (PMLR): NeurIPS 2021 Competition Track},
    year = {2022},
    url = {http://arxiv.org/abs/2203.03022},
}

@inproceedings{Gui2022,
    author = {Liangke Gui and Borui Wang and Qiuyuan Huang and Alex Hauptmann and Yonatan Bisk and Jianfeng Gao},
    title = {{KAT: A Knowledge Augmented Transformer for Vision-and-Language}},
    booktitle = {Annual Conference of the North American Chapter of the Association for Computational Linguistics},
    year = {2022},
    url = {https://arxiv.org/abs/2112.08614},
}

@inproceedings{Min2022,
    author = {So Yeon Min and Devendra Singh Chaplot and Pradeep Ravikumar and Yonatan Bisk and Ruslan Salakhutdinov},
    title = {{FILM: Following Instructions in Language with Modular Methods}},
    booktitle = {The Tenth International Conference on Learning Representations},
    year = {2022},
    url = {https://soyeonm.github.io/FILM_webpage/},
}

@inproceedings{Chang2022,
    author = {Yingshan Chang and Mridu Narang and Hisami Suzuki and Guihong Cao and Jianfeng Gao and Yonatan Bisk},
    title = {{WebQA: Multihop and Multimodal QA}},
    booktitle = {Conference on Computer Vision and Pattern Recognition},
    year = {2022},
    url = {https://arxiv.org/abs/2109.00590},
}

@inproceedings{Su2021,
    author = {Ruisi Su and Shruti Rijhwani and Hao Zhu and Junxian He and Xinyu Wang and Yonatan Bisk and Graham Neubig},
    title = {{Dependency Induction Through the Lens of Visual Perception}},
    booktitle = {The SIGNLL Conference on Computational Natural Language Learning},
    year = {2021},
    url = {https://arxiv.org/abs/2109.09790},
}

@inproceedings{Thomason2021,
    author = {Jesse Thomason and Mohit Shridhar and Yonatan Bisk and Chris Paxton and Luke Zettlemoyer},
    title = {{Language Grounding with 3D Objects}},
    booktitle = {Conference on Robot Learning},
    year = {2021},
    url = {https://arxiv.org/abs/2107.12514},
}

@inproceedings{Yang2021,
    author = {Jianwei Yang and Yonatan Bisk and Jianfeng Gao},
    title = {{TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment}},
    booktitle = {International Conference on Computer Vision},
    year = {2021},
    url = {https://arxiv.org/abs/2108.09980},
}

@inproceedings{Srinivasan2022,
    author = {Tejas Srinivasan and Yonatan Bisk},
    title = {{Worst of Both Worlds: Biases Compound in Pre-trained Vision-and-Language Models}},
    booktitle = {4th Workshop on Gender Bias in Natural Language Processing},
    year = {2022},
    url = {https://arxiv.org/abs/2104.08666},
}

@inproceedings{Chen2021,
    author = {Kezhen Chen and Qiuyuan Huang and Yonatan Bisk and Daniel McDuff and Jianfeng Gao},
    title = {{KB-VLP: Knowledge Based Vision and Language Pretraining}},
    booktitle = {ICML21 Workshop on Self-Supervised Learning},
    year = {2021},
    url = {https://www.microsoft.com/en-us/research/publication/kb-vlp-knowledge-based-vision-and-language-pretraining-2/},
}

@inproceedings{Zhu2021,
    author = {Hao Zhu and Graham Neubig and Yonatan Bisk},
    title = {{Few-shot Language Coordination by Modeling Theory of Mind}},
    booktitle = {The Thirty-eighth International Conference on Machine Learning},
    year = {2021},
    url = {http://proceedings.mlr.press/v139/zhu21d.html},
}

@inproceedings{Suglia2021,
    author = {Alessandro Suglia and Yonatan Bisk and Ioannis Konstas and Antonio Vergari and Emanuele Bastianelli and Andrea Vanzo and Oliver Lemon},
    title = {{An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games}},
    booktitle = {The 2021 Conference of the European Chapter of the Association for Computational Linguistics},
    year = {2021},
    url = {https://arxiv.org/abs/2102.00424},
}

@inproceedings{Ma2021,
    author = {Kaixin Ma and Filip Ilievski and Jonathan Francis and Yonatan Bisk and Eric Nyberg and Alessandro Oltramari},
    title = {{Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering}},
    booktitle = {35th AAAI Conference on Artificial Intelligence},
    year = {2021},
    url = {https://arxiv.org/abs/2011.03863},
}

@inproceedings{Shridhar2021,
    author = {Mohit Shridhar and Xingdi Yuan and Marc-Alexandre C{\^o}t{\'e} and Yonatan Bisk and Adam Trischler and Matthew Hausknecht},
    title = {{ALFWorld: Aligning Text and Embodied Environments for Interactive Learning}},
    booktitle = {Proceedings of the International Conference on Learning Representations},
    year = {2021},
    url = {https://alfworld.github.io/},
}

@inproceedings{Suglia2020,
    author = {Alessandro Suglia and Antonio Vergari and Ioannis Konstas and Yonatan Bisk and Emanuele Bastianelli and Andrea Vanzo and Oliver Lemon},
    title = {{Imagining Grounded Conceptual Representations from Perceptual Information in Situated Guessing Games}},
    booktitle = {The 28th International Conference on Computational Linguistics},
    year = {2020},
    url = {https://arxiv.org/abs/2011.02917},
}

@article{Zhu2020,
    author = {Hao Zhu and Yonatan Bisk and Graham Neubig},
    title = {{The Return of Lexical Dependencies: Neural Lexicalized PCFGs}},
    journal = {Transactions of the Association for Computational Linguistics},
    year = {2020},
    url = {http://arxiv.org/abs/2007.15135},
}

@inproceedings{Roman2020,
    author = {Homero Roman Roman and Yonatan Bisk and Jesse Thomason and Asli Celikyilmaz and Jianfeng Gao},
    title = {{RMM: A Recursive Mental Model for Dialog Navigation}},
    booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings},
    year = {2020},
    url = {https://arxiv.org/abs/2005.00728},
}

@inproceedings{Xu2020,
    author = {Frank F. Xu and Lei Ji and Botian Shi and Junyi Du and Graham Neubig and Yonatan Bisk and Nan Duan},
    title = {{A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos}},
    booktitle = {Workshop on NLP Beyond Text},
    year = {2020},
    url = {https://arxiv.org/abs/2005.00706},
}

@article{Xia2020,
    author = {Qiaolin Xia and Xiujun Li and Chunyuan Li and Yonatan Bisk and Zhifang Sui and Jianfeng Gao and Yejin Choi and Noah A. Smith},
    title = {{Multi-View Learning for Vision-and-Language Navigation}},
    journal = {ArXiv},
    year = {2020},
    url = {https://arxiv.org/abs/2003.00857},
}

@inproceedings{Shridhar2020,
    author = {Mohit Shridhar and Jesse Thomason and Daniel Gordon and Yonatan Bisk and Winson Han and Roozbeh Mottaghi and Luke Zettlemoyer and Dieter Fox},
    title = {{ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks}},
    booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    year = {2020},
    url = {https://askforalfred.com/},
}

@inproceedings{Bisk2020,
    author = {Yonatan Bisk and Rowan Zellers and Ronan Le Bras and Jianfeng Gao and Yejin Choi},
    title = {{PIQA: Reasoning about Physical Commonsense in Natural Language}},
    booktitle = {Thirty-Fourth AAAI Conference on Artificial Intelligence},
    year = {2020},
    url = {https://yonatanbisk.com/piqa},
}

@inproceedings{Li2019,
    author = {Xiujun Li and Chunyuan Li and Qiaolin Xia and Yonatan Bisk and Asli Celikyilmaz and Jianfeng Gao and Noah A. Smith and Yejin Choi},
    title = {{Robust Navigation with Language Pretraining and Stochastic Sampling}},
    booktitle = {Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing},
    year = {2019},
    url = {https://arxiv.org/abs/1909.02244},
}

@inproceedings{Zellers2019,
    author = {Rowan Zellers and Ari Holtzman and Hannah Rashkin and Yonatan Bisk and Ali Farhadi and Franziska Roesner and Yejin Choi},
    title = {{Defending Against Neural Fake News}},
    booktitle = {Thirty-third Conference on Neural Information Processing Systems},
    year = {2019},
    url = {https://arxiv.org/abs/1905.12616},
}

@inproceedings{Scalise2019,
    author = {Rosario Scalise and Jesse Thomason and Yonatan Bisk and Siddhartha Srinivasa},
    title = {{Improving Robot Success Detection using Static Object Data}},
    booktitle = {Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems},
    year = {2019},
    url = {https://arxiv.org/abs/1904.01650},
}

@inproceedings{Zellers2019,
    author = {Rowan Zellers and Ari Holtzman and Yonatan Bisk and Ali Farhadi and Yejin Choi},
    title = {{HellaSwag: Can a Machine Really Finish Your Sentence? }},
    booktitle = {Proceedings of the Association for Computational Linguistics},
    year = {2019},
    url = {https://arxiv.org/abs/1905.07830},
}

@inproceedings{Zellers2019,
    author = {Rowan Zellers and Yonatan Bisk and Ali Farhadi and Yejin Choi},
    title = {{From Recognition to Cognition: Visual Commonsense Reasoning}},
    booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    year = {2019},
    url = {http://visualcommonsense.com/},
}

@inproceedings{Ke2019,
    author = {Liyiming Ke and Xiujun Li and Yonatan Bisk and Ari Holtzman and Zhe Gan and Jingjing Liu and Jianfeng Gao and Yejin Choi and Siddhartha Srinivasa},
    title = {{Tactical Rewind: Self-Correction via Backtracking in Vision-and-Language Navigation}},
    booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    year = {2019},
    url = {https://arxiv.org/abs/1903.02547},
}

@inproceedings{Paxton2019,
    author = {Chris Paxton and Yonatan Bisk and Jesse Thomason and Arunkumar Byravan and Dieter Fox},
    title = {{Prospection: Interpretable Plans From Language By Predicting the Future}},
    booktitle = {Proceedings of the International Conference on Robotics and Automation (ICRA)},
    year = {2019},
    url = {https://arxiv.org/abs/1903.08309},
}

@inproceedings{Thomason2019,
    author = {Jesse Thomason and Daniel Gordon and Yonatan Bisk},
    title = {{Shifting the Baseline: Single Modality Performance on Visual Navigation & QA}},
    booktitle = {Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics},
    year = {2019},
    url = {https://arxiv.org/abs/1811.00613},
}

@inproceedings{Bisk2019,
    author = {Yonatan Bisk and Jan Buys and Karl Pichotta and Yejin Choi},
    title = {{Benchmarking Hierarchical Script Knowledge}},
    booktitle = {Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics},
    year = {2019},
    url = {https://www.aclweb.org/anthology/N19-1412},
}

@inproceedings{Zellers2018,
    author = {Rowan Zellers and Yonatan Bisk and Roy Schwartz and Yejin Choi},
    title = {{SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference}},
    booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
    year = {2018},
    url = {http://rowanzellers.com/swag/},
}

@inproceedings{Tran2018,
    author = {Ke Tran and Yonatan Bisk},
    title = {{Inducing Grammars with and for Neural Machine Translation}},
    booktitle = {Proceedings of the 2nd Workshop on Neural Machine Translation},
    year = {2018},
    url = {https://arxiv.org/abs/1805.10850},
}

@inproceedings{Bisk2018,
    author = {Yonatan Bisk and Kevin Shih and Yejin Choi and Daniel Marcu},
    title = {{Learning Interpretable Spatial Operations in a Rich 3D Blocks World }},
    booktitle = {Proceedings of the Thirty-Second Conference on Artificial Intelligence (AAAI-18)},
    year = {2018},
    url = {https://arxiv.org/abs/1712.03463},
}

@inproceedings{Lai2017,
    author = {Alice Lai and Yonatan Bisk and Julia Hockenmaier},
    title = {{Natural Language Inference from Multiple Premises}},
    booktitle = {Proceedings of the Eighth International Joint Conference on Natural Language Processing},
    year = {2017},
    url = {https://arxiv.org/abs/1710.02925},
}

@inproceedings{Bisk2016,
    author = {Yonatan Bisk and Deniz Yuret and Daniel Marcu},
    title = {{Natural Language Communication with Robots }},
    booktitle = {Proceedings of the 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics},
    year = {2016},
    url = {https://www.aclweb.org/anthology/N16-1089/},
}

@inproceedings{Vaswani2016,
    author = {Ashish Vaswani and Yonatan Bisk and Kenji Sagae and Ryan Musa},
    title = {{Supertagging with LSTMs}},
    booktitle = {Proceedings of the 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics (Short Papers)},
    year = {2016},
    url = {https://www.aclweb.org/anthology/N16-1027/},
}

@inproceedings{Bisk2016,
    author = {Yonatan Bisk and Daniel Marcu and William Wong},
    title = {{Towards a Dataset for Human Computer Communication via Grounded Language Acquisition}},
    booktitle = {Proceedings of the AAAI 2016 Workshop on Symbiotic Cognitive Systems},
    year = {2016},
    url = {http://yonatanbisk.com/papers/2016-AAAI-Wksp.pdf},
}

@inproceedings{Tran2016,
    author = {Ke Tran and Yonatan Bisk and Ashish Vaswani and Daniel Marcu and Kevin Knight},
    title = {{Unsupervised Neural Hidden Markov Models }},
    booktitle = {Proceedings of the Workshop on Structured Prediction for NLP},
    year = {2016},
    url = {https://www.aclweb.org/anthology/W16-5907/},
}

@inproceedings{Bisk2016,
    author = {Yonatan Bisk and Siva Reddy and John Blitzer and Julia Hockenmaier and Mark Steedman},
    title = {{Evaluating Induced CCG Parsers on Grounded Semantic Parsing }},
    booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing},
    year = {2016},
    url = {http://sivareddy.in/papers/bisk2016evaluating.pdf},
}

@phdthesis{Bisk2015,
    author = {Yonatan Bisk},
    title = {{Unsupervised Grammar Induction with Combinatory Categorial Grammars}},
    school = {University of Illinois at Urbana-Champaign},
    year = {2015},
    url = {http://yonatanbisk.com/papers/Thesis.pdf},
}

@inproceedings{Bisk2015,
    author = {Yonatan Bisk and Julia Hockenmaier},
    title = {{Probing the Linguistic Strengths and Limitations of Unsupervised Grammar Induction}},
    booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)},
    year = {2015},
    url = {https://www.aclweb.org/anthology/P15-1135/},
}

@inproceedings{Bisk2015,
    author = {Yonatan Bisk and Christos Christodoulopoulos and Julia Hockenmaier},
    title = {{Labeled Grammar Induction with Minimal Supervision }},
    booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)},
    year = {2015},
    url = {http://yonatanbisk.com/papers/2015-ACLShort-Fixed.pdf},
}

@article{Bisk2013,
    author = {Yonatan Bisk and Julia Hockenmaier},
    title = {{An HDP Model for Inducing Combinatory Categorial Grammars}},
    journal = {Transactions of the Association for Computational Linguistics},
    year = {2013},
    url = {https://www.aclweb.org/anthology/Q13-1007/},
}

@inproceedings{Bisk2012,
    author = {Yonatan Bisk and Julia Hockenmaier},
    title = {{Simple Robust Grammar Induction with Combinatory Categorial Grammar }},
    booktitle = {Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI-12)},
    year = {2012},
    url = {http://yonatanbisk.com/papers/2012-AAAI.pdf},
}

@inproceedings{Weninger2012,
    author = {Tim Weninger and Yonatan Bisk and Jiawei Han},
    title = {{Document-Topic Hierarchies from Document Graphs }},
    booktitle = {Proceedings of the 21st ACM international conference on Information and knowledge management (CIKM 2012)},
    year = {2012},
    url = {http://yonatanbisk.com/papers/2012-CIKM.pdf},
}

@inproceedings{Bisk2012,
    author = {Yonatan Bisk and Julia Hockenmaier},
    title = {{Induction of Linguistic Structure with Combinatory Categorial Grammars }},
    booktitle = {NAACL HLT Workshop on Induction of Linguistic Structure},
    year = {2012},
    url = {http://yonatanbisk.com/papers/2012-NAACL-WILS.pdf},
}