| Neural module networks J Andreas, M Rohrbach, T Darrell, D Klein CVPR, 2016 | 1630 | 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 | 765 | 2017 |
| What learning algorithm is in-context learning? investigations with linear models E Akyürek, D Schuurmans, J Andreas, T Ma, D Zhou ICLR, 2023 | 747 | 2023 |
| Learning to Compose Neural Networks for Question Answering J Andreas, M Rohrbach, T Darrell, D Klein NAACL, 2016 | 725 | 2016 |
| Speaker-follower models for vision-and-language navigation D Fried, R Hu, V Cirik, A Rohrbach, J Andreas, LP Morency, ... NeurIPS, 2018 | 660 | 2018 |
| Modular multitask reinforcement learning with policy sketches J Andreas, D Klein, S Levine ICML, 2017 | 654 | 2017 |
| Experience grounds language Y Bisk, A Holtzman, J Thomason, J Andreas, Y Bengio, J Chai, M Lapata, ... EMNLP, 2020 | 540 | 2020 |
| Modeling relationships in referential expressions with compositional modular networks R Hu, M Rohrbach, J Andreas, T Darrell, K Saenko CVPR, 2017 | 480 | 2017 |
| A survey of reinforcement learning informed by natural language J Luketina, N Nardelli, G Farquhar, J Foerster, J Andreas, E Grefenstette, ... IJCAI, 2019 | 372 | 2019 |
| Pre-trained language models for interactive decision-making YZ Shuang Li, Xavier Puig, Chris Paxton, Yilun Du, Clinton Wang, Linxi Fan ... NeurIPS, 2022 | 360* | 2022 |
| Guiding Pretraining in Reinforcement Learning with Large Language Models Y Du, O Watkins, Z Wang, C Colas, T Darrell, P Abbeel, A Gupta, ... ICML, 2023 | 341 | 2023 |
| Reasoning or reciting? exploring the capabilities and limitations of language models through counterfactual tasks Z Wu, L Qiu, A Ross, E Akyürek, B Chen, B Wang, N Kim, J Andreas, ... NAACL, 2024 | 315 | 2024 |
| Good-enough compositional data augmentation J Andreas EMNLP, 2020 | 305 | 2020 |
| Language Models as Agent Models J Andreas EMNLP Findings, 2022 | 277 | 2022 |
| Compositional explanations of neurons J Mu, J Andreas NeurIPS, 2020 | 259 | 2020 |
| Explainable neural computation via stack neural module networks R Hu, J Andreas, T Darrell, K Saenko ECCV, 2018 | 257 | 2018 |
| A minimal span-based neural constituency parser M Stern, J Andreas, D Klein ACL, 2017 | 249 | 2017 |
| Implicit Representations of Meaning in Neural Language Models BZ Li, M Nye, J Andreas ACL, 2021 | 243 | 2021 |
| Measuring compositionality in representation learning J Andreas ICLR, 2019 | 210 | 2019 |
| Reasoning about pragmatics with neural listeners and speakers J Andreas, D Klein EMNLP, 2016 | 206 | 2016 |
Ekin AkyürekPhD Candidate @ MITVerified email at mit.edu
