Neural module networks J Andreas, M Rohrbach, T Darrell, D Klein CVPR, 2016 | 1363 | 2016 |
Learning to reason: End-to-end module networks for visual question answering R Hu, J Andreas, M Rohrbach, T Darrell, K Saenko ICCV, 2017 | 675 | 2017 |
Learning to Compose Neural Networks for Question Answering J Andreas, M Rohrbach, T Darrell, D Klein NAACL, 2016 | 667 | 2016 |
Modular multitask reinforcement learning with policy sketches J Andreas, D Klein, S Levine ICML, 2017 | 544 | 2017 |
Speaker-follower models for vision-and-language navigation D Fried, R Hu, V Cirik, A Rohrbach, J Andreas, LP Morency, ... NeurIPS, 2018 | 488 | 2018 |
Modeling relationships in referential expressions with compositional modular networks R Hu, M Rohrbach, J Andreas, T Darrell, K Saenko CVPR, 2017 | 411 | 2017 |
Experience grounds language Y Bisk, A Holtzman, J Thomason, J Andreas, Y Bengio, J Chai, M Lapata, ... EMNLP, 2020 | 373 | 2020 |
What learning algorithm is in-context learning? investigations with linear models E Akyürek, D Schuurmans, J Andreas, T Ma, D Zhou ICLR, 2023 | 336* | 2023 |
A survey of reinforcement learning informed by natural language J Luketina, N Nardelli, G Farquhar, J Foerster, J Andreas, E Grefenstette, ... IJCAI, 2019 | 293 | 2019 |
Good-enough compositional data augmentation J Andreas EMNLP, 2020 | 253 | 2020 |
A minimal span-based neural constituency parser M Stern, J Andreas, D Klein ACL, 2017 | 225 | 2017 |
Explainable neural computation via stack neural module networks R Hu, J Andreas, T Darrell, K Saenko ECCV, 2018 | 218 | 2018 |
Reasoning about pragmatics with neural listeners and speakers J Andreas, D Klein EMNLP, 2016 | 181 | 2016 |
Pre-trained language models for interactive decision-making YZ Shuang Li, Xavier Puig, Chris Paxton, Yilun Du, Clinton Wang, Linxi Fan ... NeurIPS, 2022 | 173* | 2022 |
Compositional explanations of neurons J Mu, J Andreas NeurIPS, 2020 | 170 | 2020 |
Semantics-Based Machine Translation with Hyperedge Replacement Grammars B Jones, J Andreas, D Bauer, KM Hermann, K Knight COLING, 2012 | 158 | 2012 |
Measuring compositionality in representation learning J Andreas ICLR, 2019 | 157 | 2019 |
A benchmark for systematic generalization in grounded language understanding L Ruis, J Andreas, M Baroni, D Bouchacourt, BM Lake NeurIPS, 2020 | 152 | 2020 |
Learning with latent language J Andreas, D Klein, S Levine NAACL, 2018 | 140 | 2018 |
Language Models as Agent Models J Andreas EMNLP Findings, 2022 | 135 | 2022 |