Good-Enough Compositional Data Augmentation

by Andreas, Jacob
Published 2022

The Low-Dimensional Linear Geometry of Contextualized Word Representations

by Hernandez, Evan, Andreas, Jacob
Published 2022

Lexicon Learning for Few Shot Sequence Modeling

by Akyurek, Ekin, Andreas, Jacob
Published 2022

How Do Neural Sequence Models Generalize? Local and Global Cues for Out-of-Distribution Prediction

by Bau, D Anthony, Andreas, Jacob
Published 2022

What Context Features Can Transformer Language Models Use?

by O'Connor, Joe, Andreas, Jacob
Published 2022

Multitasking Inhibits Semantic Drift

by Jacob, Athul Paul, Lewis, Mike, Andreas, Jacob
Published 2022

Implicit Representations of Meaning in Neural Language Models

by Li, Belinda Z, Nye, Maxwell, Andreas, Jacob
Published 2022

Explainable neural computation via stack neural module networks

by Hu, Ronghang, Andreas, Jacob, Darrell, Trevor, Saenko, Kate
Published 2022

Leveraging Language to Learn Program Abstractions and Search Heuristics

by Wong, Catherine, Ellis, Kevin, Tenenbaum, Joshua B, Andreas, Jacob
Published 2022

A Benchmark for Systematic Generalization in Grounded Language Understanding

by Ruis, Laura, Andreas, Jacob, Baroni, Marco, Bouchacourt, Diane, Lake, Brenden M
Published 2022

Toward a Visual Concept Vocabulary for GAN Latent Space

by Schwettmann, Sarah, Hernandez, Evan, Bau, David, Klein, Samuel, Andreas, Jacob, Torralba, Antonio
Published 2022

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

by Chauhan, Geeticka, Liao, Ruizhi, Wells, William, Andreas, Jacob, Wang, X, Berkowitz, S, Horng, S, Szolovits, Peter, Golland, Polina
Published 2021

Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention

by Yin, Pengcheng, Fang, Hao, Neubig, Graham, Pauls, Adam, Platanios, Emmanouil Antonios, Su, Yu, Thomson, Sam, Andreas, Jacob
Published 2022

Value-Agnostic Conversational Semantic Parsing

by Platanios, Emmanouil Antonios, Pauls, Adam, Roy, Subhro, Zhang, Yuchen, Kyte, Alexander, Guo, Alan, Thomson, Sam, Krishnamurthy, Jayant, Wolfe, Jason, Andreas, Jacob, Klein, Dan
Published 2022

Experience Grounds Language

by Bisk, Yonatan, Holtzman, Ari, Thomason, Jesse, Andreas, Jacob, Bengio, Yoshua, Chai, Joyce, Lapata, Mirella, Lazaridou, Angeliki, May, Jonathan, Nisnevich, Aleksandr, Pinto, Nicolas, Turian, Joseph
Published 2022

Toward understanding the communication in sperm whales

by Andreas, Jacob, Beguš, Gašper, Bronstein, Michael M, Diamant, Roee, Delaney, Denley, Gero, Shane, Goldwasser, Shafi, Gruber, David F, de Haas, Sarah, Malkin, Peter, Pavlov, Nikolay, Payne, Roger, Petri, Giovanni, Rus, Daniela, Sharma, Pratyusha, Tchernov, Dan, Tønnesen, Pernille, Torralba, Antonio, Vogt, Daniel, Wood, Robert J
Published 2022