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Cetacean Translation Initiative: a roadmap to deciphering the communication of sperm whales


Apr 17, 2021
Jacob Andreas, Ga┼íper Begu┼í, Michael M. Bronstein, Roee Diamant, Denley Delaney, Shane Gero, Shafi Goldwasser, David F. Gruber, Sarah de Haas, Peter Malkin, Roger Payne, Giovanni Petri, Daniela Rus, Pratyusha Sharma, Dan Tchernov, Pernille T├Şnnesen, Antonio Torralba, Daniel Vogt, Robert J. Wood


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Multitasking Inhibits Semantic Drift


Apr 15, 2021
Athul Paul Jacob, Mike Lewis, Jacob Andreas

* NAACL 2021 

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Representing Partial Programs with Blended Abstract Semantics


Dec 23, 2020
Maxwell Nye, Yewen Pu, Matthew Bowers, Jacob Andreas, Joshua B. Tenenbaum, Armando Solar-Lezama


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Learning to Recombine and Resample Data for Compositional Generalization


Oct 08, 2020
Ekin Aky├╝rek, Afra Feyza Aky├╝rek, Jacob Andreas


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Task-Oriented Dialogue as Dataflow Synthesis


Oct 02, 2020
Semantic Machines, Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov

* TACL 2020 

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Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment


Aug 22, 2020
Geeticka Chauhan, Ruizhi Liao, William Wells, Jacob Andreas, Xin Wang, Seth Berkowitz, Steven Horng, Peter Szolovits, Polina Golland

* The two first authors contributed equally. To be published in the proceedings of MICCAI 2020 

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Are Visual Explanations Useful? A Case Study in Model-in-the-Loop Prediction


Jul 23, 2020
Eric Chu, Deb Roy, Jacob Andreas


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Compositional Explanations of Neurons


Jun 24, 2020
Jesse Mu, Jacob Andreas


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Unnatural Language Processing: Bridging the Gap Between Synthetic and Natural Language Data


Apr 28, 2020
Alana Marzoev, Samuel Madden, M. Frans Kaashoek, Michael Cafarella, Jacob Andreas


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Experience Grounds Language


Apr 21, 2020
Yonatan Bisk, Ari Holtzman, Jesse Thomason, Jacob Andreas, Yoshua Bengio, Joyce Chai, Mirella Lapata, Angeliki Lazaridou, Jonathan May, Aleksandr Nisnevich, Nicolas Pinto, Joseph Turian


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A Benchmark for Systematic Generalization in Grounded Language Understanding


Mar 11, 2020
Laura Ruis, Jacob Andreas, Marco Baroni, Diane Bouchacourt, Brenden M. Lake


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A Survey of Reinforcement Learning Informed by Natural Language


Jun 10, 2019
Jelena Luketina, Nantas Nardelli, Gregory Farquhar, Jakob Foerster, Jacob Andreas, Edward Grefenstette, Shimon Whiteson, Tim Rockt├Ąschel

* Published at IJCAI'19 

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Good-Enough Compositional Data Augmentation


Apr 21, 2019
Jacob Andreas


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Measuring Compositionality in Representation Learning


Apr 06, 2019
Jacob Andreas

* ICLR 2019 

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Pragmatically Informative Text Generation


Apr 04, 2019
Sheng Shen, Daniel Fried, Jacob Andreas, Dan Klein

* 8 pages. accepted as a conference paper at NAACL2019 (short paper) 

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Speaker-Follower Models for Vision-and-Language Navigation


Oct 27, 2018
Daniel Fried, Ronghang Hu, Volkan Cirik, Anna Rohrbach, Jacob Andreas, Louis-Philippe Morency, Taylor Berg-Kirkpatrick, Kate Saenko, Dan Klein, Trevor Darrell

* NIPS 2018 

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Explainable Neural Computation via Stack Neural Module Networks


Sep 25, 2018
Ronghang Hu, Jacob Andreas, Trevor Darrell, Kate Saenko

* To appear in ECCV 2018 

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Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games?


Jun 29, 2018
Maithra Raghu, Alex Irpan, Jacob Andreas, Robert Kleinberg, Quoc V. Le, Jon Kleinberg

* Accepted to ICML 2018, code opensourced at: https://github.com/rubai5/ESS_Game 

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Unified Pragmatic Models for Generating and Following Instructions


May 28, 2018
Daniel Fried, Jacob Andreas, Dan Klein

* NAACL 2018, camera-ready version 

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Translating Neuralese


Jan 06, 2018
Jacob Andreas, Anca Dragan, Dan Klein

* Fixes description of the model human 

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Learning with Latent Language


Nov 01, 2017
Jacob Andreas, Dan Klein, Sergey Levine


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Learning to Reason: End-to-End Module Networks for Visual Question Answering


Sep 11, 2017
Ronghang Hu, Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Kate Saenko


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Analogs of Linguistic Structure in Deep Representations


Jul 25, 2017
Jacob Andreas, Dan Klein

* In EMNLP 2017 

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Neural Module Networks


Jul 24, 2017
Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein

* Corrects an error in the evaluation of the NMN-only ablation experiment 

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Modular Multitask Reinforcement Learning with Policy Sketches


Jun 17, 2017
Jacob Andreas, Dan Klein, Sergey Levine

* To appear at ICML 2017 

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A Minimal Span-Based Neural Constituency Parser


May 10, 2017
Mitchell Stern, Jacob Andreas, Dan Klein

* To appear in ACL 2017 

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Alignment-based compositional semantics for instruction following


Apr 12, 2017
Jacob Andreas, Dan Klein

* in proceedings of EMNLP 2015 

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Modeling Relationships in Referential Expressions with Compositional Modular Networks


Nov 30, 2016
Ronghang Hu, Marcus Rohrbach, Jacob Andreas, Trevor Darrell, Kate Saenko


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