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Jacob Andreas

Dominica State College ·
Area of research
Artificial Intelligence · Computer Vision and Pattern Recognition
Research interest
Research interests include Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, and Speech and dialogue systems.
h-index
37
citations
5,449
works
221
NIH funding
primary concept
email

Recent publications

Contextual and combinatorial structure in sperm whale vocalisations
Nature Communications 2024cited by 57position: lastdoi
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks
2024cited by 43position: middledoi
Correcting Robot Plans with Natural Language Feedback
2022cited by 67position: middledoi
Implicit Representations of Meaning in Neural Language Models
2021cited by 22position: lastdoi
A Benchmark for Systematic Generalization in Grounded Language Understanding
DSpace@MIT (Massachusetts Institute of Technology) 2020cited by 38position: middle
A Survey of Reinforcement Learning Informed by Natural Language
2019cited by 73position: middledoi
Speaker-Follower Models for Vision-and-Language Navigation
Neural Information Processing Systems 2018cited by 155position: middle

Grants

CAREER: Learning Structured Models with Natural Language Supervision
NSF2238240$472,3312023–2028PIRePORTER
Collaborative Research: RI: Medium: Bootstrapping natural feedback for reinforcement learning
NSF2212310$1,440,0002022–2027PIRePORTER

Frequent collaborators

Antonio Torralba · Massachusetts Institute of Technology2 papers (2022–2024)Pratyusha Sharma · Massachusetts Institute of Technology2 papers (2022–2024)Najoung Kim · Google (United Kingdom)1 papers (2024–2024)Ekin Akyürek · IIT@MIT1 papers (2024–2024)Ronghang Hu · University of California, Berkeley1 papers (2018–2018)Alexis Ross · IIT@MIT1 papers (2024–2024) · 1 papers (2020–2020)Kate Saenko · Boston University1 papers (2018–2018)Tim Rocktäschel · University College London1 papers (2019–2019)Louis–Philippe Morency · Carnegie Mellon University1 papers (2018–2018)Yoon Kim · Earth Island Institute1 papers (2024–2024)Daniel Fried · University of Arizona1 papers (2018–2018)Boyuan Chen · Jilin University1 papers (2024–2024)Dieter Fox · Nvidia (United Kingdom)1 papers (2022–2022)Maxwell Nye · Massachusetts Institute of Technology1 papers (2021–2021)Tucker Hermans · Nvidia (United Kingdom)1 papers (2022–2022)Linlu Qiu · Massachusetts Institute of Technology1 papers (2024–2024)Dan Klein · Hebrew University of Jerusalem1 papers (2018–2018)Volkan Cirik · Carnegie Mellon University1 papers (2018–2018)Brenden M. Lake · New York University1 papers (2020–2020)