Jacob Andreas
Impact in
-
- Multimodal Machine Learning Applications
- Advanced Image and Video Retrieval Techniques
- Human Pose and Action Recognition
- Artificial Intelligence top 1%
- Topic Modeling
- Natural Language Processing Techniques
- Domain Adaptation and Few-Shot Learning
- Speech and dialogue systems
- Reinforcement Learning in Robotics
Papers in
-
- Topic Modeling 39
- Natural Language Processing Techniques 35
- Speech and dialogue systems 10
- Reinforcement Learning in Robotics 4
- Explainable Artificial Intelligence (XAI) 3
- Text Readability and Simplification 3
- Co-authors
- Dan KleinTrevor DarrellMarcus RohrbachRonghang HuKate SaenkoMitchell SternEkin AkyürekSergey Levine
- Journals
- Language Resources and Evaluation (2 papers)iScience (1 paper)Transactions of the Association for Computational Linguistics (1 paper)Nature Communications (1 paper)Nuklearmedizin - NuclearMedicine (1 paper)
- Partner nations
- United StatesUnited KingdomGermany
In The Last Decade
Jacob Andreas
56 papers receiving 1.6k citations
Peers
Comparison fields: 5 of 94
- Computer Vision and Pattern Recognition 878
- Artificial Intelligence 1.3k
- Health Informatics 23
- Computer Science Applications 29
- Developmental Biology 11
Countries citing papers authored by Jacob Andreas
This map shows the geographic impact of Jacob Andreas's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jacob Andreas with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jacob Andreas more than expected).
Fields of papers citing papers by Jacob Andreas
This network shows the impact of papers produced by Jacob Andreas. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jacob Andreas. The network helps show where Jacob Andreas may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Jacob Andreas, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2024 | 12 | |
| 2 | 2024 | 10 | |
| 3 | 2023 | 10 | |
| 4 | 2023 | 4 | |
| 5 | 2022 | 47 | |
| 6 | 2022 | 16 | |
| 7 | 2022 | 19 | |
| 8 | 2022 | 23 | |
| 9 | Language as a bootstrap for compositional visual reasoning | 2021 | 1 |
| 10 | Representing Partial Programs with Blended Abstract Semantics | 2021 | 1 |
| 11 | Compositional Explanations of Neurons | 2020 | 6 |
| 12 | Speaker-Follower Models for Vision-and-Language Navigation | 2018 | 61 |
| 13 | 2016 | 234 | |
| 14 | Unsupervised Transcription of Piano Music | 2014 | 24 |
| 15 | Parsing Graphs with Hyperedge Replacement Grammars | 2013 | 34 |
| 16 | A Generative Model of Vector Space Semantics | 2013 | 7 |
| 17 | Semantic Parsing as Machine Translation | 2013 | 42 |
| 18 | Annotating Agreement and Disagreement in Threaded Discussion | 2012 | 16 |
| 19 | Semantics-Based Machine Translation with Hyperedge Replacement Grammars | 2012 | 65 |
| 20 | Fuzzy Syntactic Reordering for Phrase-based Statistical Machine Translation | 2011 | 5 |
About Jacob Andreas
Jacob Andreas is a scholar working on Artificial Intelligence, Developmental Biology, Computer Vision and Pattern Recognition, Computer Science Applications and General Social Sciences, having authored 62 papers that have together received 1.7k indexed citations. Recurring topics across this work include Topic Modeling (39 papers), Natural Language Processing Techniques (35 papers), Multimodal Machine Learning Applications (14 papers), Speech and dialogue systems (10 papers), Reinforcement Learning in Robotics (4 papers), Explainable Artificial Intelligence (XAI) (3 papers), Text Readability and Simplification (3 papers) and Marine animal studies overview (2 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (878 citations), Artificial Intelligence (1.3k citations), Health Informatics (23 citations), Computer Science Applications (29 citations) and Developmental Biology (11 citations). Jacob Andreas has collaborated with scholars based in United States, United Kingdom and Germany. Frequent co-authors include Dan Klein, Trevor Darrell, Marcus Rohrbach, Ronghang Hu, Kate Saenko, Mitchell Stern, Ekin Akyürek, Sergey Levine, Karl Moritz Hermann and Daniel Fried. Their work appears in journals such as Language Resources and Evaluation, iScience, Transactions of the Association for Computational Linguistics, Nature Communications and Nuklearmedizin - NuclearMedicine.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.