Jacob Andreas
Massachusetts Institute of Technology
H-index: 43
North America-United States
Top articles of Jacob Andreas
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
In-Context Language Learning: Architectures and Algorithms | arXiv preprint arXiv:2401.12973 | Ekin Akyürek Bailin Wang Yoon Kim Jacob Andreas | 2024/1/23 |
A Multimodal Automated Interpretability Agent | arXiv preprint arXiv:2404.14394 | Tamar Rott Shaham Sarah Schwettmann Franklin Wang Achyuta Rajaram Evan Hernandez | 2024/4/22 |
Reasoning or reciting? exploring the capabilities and limitations of language models through counterfactual tasks | arXiv preprint arXiv:2307.02477 | Zhaofeng Wu Linlu Qiu Alexis Ross Ekin Akyürek Boyuan Chen | 2023/7/5 |
LILO: Learning interpretable libraries by compressing and documenting code | ICLR | Gabriel Grand Lionel Wong Matthew Bowers Theo X Olausson Muxin Liu | 2024 |
Deductive closure training of language models for coherence, accuracy, and updatability | arXiv preprint arXiv:2401.08574 | Afra Feyza Akyürek Ekin Akyürek Leshem Choshen Derry Wijaya Jacob Andreas | 2024/1/16 |
Automatic Discovery of Visual Circuits | arXiv preprint arXiv:2404.14349 | Achyuta Rajaram Neil Chowdhury Antonio Torralba Jacob Andreas Sarah Schwettmann | 2024/4/22 |
Decision-oriented dialogue for human-AI collaboration | arXiv preprint arXiv:2305.20076 | Jessy Lin Nicholas Tomlin Jacob Andreas Jason Eisner | 2023/5/31 |
Visual Grounding Helps Learn Word Meanings in Low-Data Regimes | arXiv preprint arXiv:2310.13257 | Chengxu Zhuang Evelina Fedorenko Jacob Andreas | 2023/10/20 |
Loose LIPS Sink Ships: Asking Questions in Battleship with Language-Informed Program Sampling | CogSci | Gabriel Grand Valerio Pepe Jacob Andreas Joshua B Tenenbaum | 2024 |
An Incomplete Loop: Deductive, Inductive, and Abductive Learning in Large Language Models | arXiv preprint arXiv:2404.03028 | Emmy Liu Graham Neubig Jacob Andreas | 2024/4/3 |
Natural language decomposition and interpretation of complex utterances | IJCAI | Harsh Jhamtani Hao Fang Patrick Xia Eran Levy Jacob Andreas | 2024 |
The consensus game: Language model generation via equilibrium search | ICLR | Athul Paul Jacob Yikang Shen Gabriele Farina Jacob Andreas | 2024 |
Learning adaptive planning representations with natural language guidance | ICLR | Lionel Wong Jiayuan Mao Pratyusha Sharma Zachary S Siegel Jiahai Feng | 2024 |
Lexicon-Level Contrastive Visual-Grounding Improves Language Modeling | arXiv preprint arXiv:2403.14551 | Chengxu Zhuang Evelina Fedorenko Jacob Andreas | 2024/3/21 |
Linearity of relation decoding in transformer language models | arXiv preprint arXiv:2308.09124 | Evan Hernandez Arnab Sen Sharma Tal Haklay Kevin Meng Martin Wattenberg | 2023/8/17 |
Modeling boundedly rational agents with latent inference budgets | Athul Paul Jacob Abhishek Gupta Jacob Andreas | 2023/12 | |
Bayesian preference elicitation with language models | arXiv preprint arXiv:2403.05534 | Kunal Handa Yarin Gal Ellie Pavlick Noah Goodman Jacob Andreas | 2024/3/8 |
Learning with language-guided state abstractions | arXiv preprint arXiv:2402.18759 | Andi Peng Ilia Sucholutsky Belinda Z Li Theodore R Sumers Thomas L Griffiths | 2024/2/28 |
Regularized Conventions: Equilibrium Computation as a Model of Pragmatic Reasoning | NAACL | Athul Paul Jacob Gabriele Farina Jacob Andreas | 2024 |
FIND: A function description benchmark for evaluating interpretability methods | Advances in Neural Information Processing Systems | Sarah Schwettmann Tamar Shaham Joanna Materzynska Neil Chowdhury Shuang Li | 2024/2/13 |
Co-Authors
