Michael Collins
Impact in
- Artificial Intelligence top 0.05%
- Topic Modeling
- Natural Language Processing Techniques
- Speech and dialogue systems
- Semantic Web and Ontologies
- Text Readability and Simplification
- Speech Recognition and Synthesis
- Algorithms and Data Compression
-
- Multimodal Machine Learning Applications
Papers in
-
- Natural Language Processing Techniques 37
- Topic Modeling 36
- Speech Recognition and Synthesis 17
-
- Synthetic Aperture Radar (SAR) Applications and Techniques 27
- Advanced SAR Imaging Techniques 12
- Co-authors
- Yoram Singer (1 shared paper)Brian Roark (4 shared papers)Ariadna Quattoni (5 shared papers)Trevor Darrell (5 shared papers)Ivona Kučerová (2 shared papers)Philipp Koehn (1 shared paper)William J. Emery (4 shared papers)Chris Alberti (3 shared papers)
- Journals
- IEEE Transactions on Geoscience and Remote Sensing (12 papers)International Journal of Remote Sensing (8 papers)Transactions of the Association for Computational Linguistics (6 papers)Canadian Journal of Remote Sensing (4 papers)IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (3 papers)
- Partner nations
- United StatesCanadaUnited Kingdom
In The Last Decade
Michael Collins
134 papers receiving 10.1k citations
Michael Collins's Hit Papers
Peers
Comparison fields: 5 of 177
- Artificial Intelligence 8.4k
- Computer Vision and Pattern Recognition 1.8k
- Oceanography 450
- Information Systems 867
- Agronomy and Crop Science 357
Countries citing papers authored by Michael Collins
This map shows the geographic impact of Michael Collins'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 Michael Collins with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael Collins more than expected).
Fields of papers citing papers by Michael Collins
This network shows the impact of papers produced by Michael Collins. 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 Michael Collins. The network helps show where Michael Collins may publish in the future.
Co-authors
The 25 scholars most cited alongside Michael Collins, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 140 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Discriminative training methods for hidden Markov models Hit paper breakdown → | 2002 | 1457 |
| 2 | Head-Driven Statistical Models for Natural Language Parsing Hit paper breakdown → | 2003 | 1318 |
| 3 | Natural Questions: A Benchmark for Question Answering Research Hit paper breakdown → | 2019 | 1123 |
| 4 | Unsupervised Models for Named Entity Classification Hit paper breakdown → | 1999 | 658 |
| 5 | Three generative, lexicalised models for statistical parsing Hit paper breakdown → | 1997 | 600 |
| 6 | 1996 | 483 | |
| 7 | Clause restructuring for statistical machine translation Hit paper breakdown → | 2005 | 464 |
| 8 | Forages : an introduction to grassland agriculture | 2003 | 356 |
| 9 | Conditional Random Fields for Object Recognition | 2004 | 275 |
| 10 | 1986 | 272 | |
| 11 | 2004 | 265 | |
| 12 | 2008 | 202 | |
| 13 | 2020 | 200 | |
| 14 | Sparse, Dense, and Attentional Representations for Text Retrieval Hit paper breakdown → | 2021 | 197 |
| 15 | 2001 | 186 | |
| 16 | 1986 | 158 | |
| 17 | Efficient Third-Order Dependency Parsers | 2010 | 154 |
| 18 | 1999 | 152 | |
| 19 | 2006 | 139 | |
| 20 | 2015 | 130 |
About Michael Collins
Michael Collins is a scholar working on Artificial Intelligence, Aerospace Engineering, Atmospheric Science, Environmental Engineering and Oceanography, having authored 140 papers that have together received 11.4k indexed citations. Recurring topics across this work include Natural Language Processing Techniques (37 papers), Topic Modeling (36 papers), Synthetic Aperture Radar (SAR) Applications and Techniques (27 papers), Speech Recognition and Synthesis (17 papers), Arctic and Antarctic ice dynamics (15 papers), Cryospheric studies and observations (14 papers), Advanced SAR Imaging Techniques (12 papers) and Soil Moisture and Remote Sensing (9 papers). The work is most often cited by research in Artificial Intelligence (8.4k citations), Computer Vision and Pattern Recognition (1.8k citations), Oceanography (450 citations), Information Systems (867 citations) and Agronomy and Crop Science (357 citations). Michael Collins has collaborated with scholars based in United States, Canada and United Kingdom. Frequent co-authors include Yoram Singer, Brian Roark, Ariadna Quattoni, Trevor Darrell, Ivona Kučerová, Philipp Koehn, William J. Emery, Chris Alberti, Kristina Toutanova and Tom Kwiatkowski. Their work appears in journals such as IEEE Transactions on Geoscience and Remote Sensing, International Journal of Remote Sensing, Transactions of the Association for Computational Linguistics, Canadian Journal of Remote Sensing and IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
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.