Timothy Baldwin
Impact in
- General Social Sciences top 0.02%
- Computational and Text Analysis Methods
- Artificial Intelligence top 0.5%
- Topic Modeling
- Natural Language Processing Techniques
- Advanced Text Analysis Techniques
Papers in
-
- Topic Modeling 65
- Natural Language Processing Techniques 42
- Advanced Text Analysis Techniques 13
- Speech and dialogue systems 9
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- Biomedical Text Mining and Ontologies 17
- Co-authors
- Jey Han Lau (23 shared papers)Lily Yeh Jan (3 shared papers)Yuh Nung Jan (3 shared papers)David Newman (8 shared papers)Yoshihiro Kubo (2 shared papers)Karl Grieser (2 shared papers)Karin Verspoor (32 shared papers)David Newman (1 shared paper)
- Journals
- Nature (3 papers)Anaesthesia (3 papers)Journal of Medical Internet Research (2 papers)The Journal of Heart and Lung Transplantation (2 papers)Journal of Artificial Intelligence Research (2 papers)
- Partner nations
- AustraliaUnited StatesUnited Arab Emirates
In The Last Decade
Timothy Baldwin
122 papers receiving 4.1k citations
Timothy Baldwin's Hit Papers
Peers
Comparison fields: 5 of 187
- General Social Sciences 329
- Artificial Intelligence 2.0k
- Cellular and Molecular Neuroscience 577
- Cardiology and Cardiovascular Medicine 571
- Information Systems 614
Countries citing papers authored by Timothy Baldwin
This map shows the geographic impact of Timothy Baldwin'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 Timothy Baldwin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Timothy Baldwin more than expected).
Fields of papers citing papers by Timothy Baldwin
This network shows the impact of papers produced by Timothy Baldwin. 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 Timothy Baldwin. The network helps show where Timothy Baldwin may publish in the future.
Co-authors
The 25 scholars most cited alongside Timothy Baldwin, 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 126 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Primary structure and functional expression of a mouse inward rectifier potassium channel Hit paper breakdown → | 1993 | 867 |
| 2 | Automatic Evaluation of Topic Coherence Hit paper breakdown → | 2010 | 474 |
| 3 | Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model Quality Hit paper breakdown → | 2014 | 337 |
| 4 | 1991 | 184 | |
| 5 | 2010 | 141 | |
| 6 | 2017 | 122 | |
| 7 | Automatic Labelling of Topic Models | 2011 | 115 |
| 8 | On-line Trend Analysis with Topic Models: #twitter Trends Detection Topic Model Online | 2012 | 112 |
| 9 | Geolocation Prediction in Social Media Data by Finding Location Indicative Words | 2012 | 107 |
| 10 | Word Sense Induction for Novel Sense Detection | 2012 | 77 |
| 11 | 2016 | 69 | |
| 12 | 2017 | 60 | |
| 13 | 2007 | 59 | |
| 14 | 2015 | 59 | |
| 15 | 2003 | 57 | |
| 16 | 2013 | 53 | |
| 17 | 2020 | 49 | |
| 18 | 2015 | 48 | |
| 19 | Collective Classification of Congressional Floor-Debate Transcripts | 2011 | 47 |
| 20 | Best Topic Word Selection for Topic Labelling | 2010 | 44 |
About Timothy Baldwin
Timothy Baldwin is a scholar working on Artificial Intelligence, Molecular Biology, Information Systems, Cardiology and Cardiovascular Medicine and Computer Vision and Pattern Recognition, having authored 126 papers that have together received 4.3k indexed citations. Recurring topics across this work include Topic Modeling (65 papers), Natural Language Processing Techniques (42 papers), Biomedical Text Mining and Ontologies (17 papers), Advanced Text Analysis Techniques (13 papers), Speech and dialogue systems (9 papers), Expert finding and Q&A systems (8 papers), Recommender Systems and Techniques (6 papers) and Web Data Mining and Analysis (5 papers). The work is most often cited by research in General Social Sciences (329 citations), Artificial Intelligence (2.0k citations), Cellular and Molecular Neuroscience (577 citations), Cardiology and Cardiovascular Medicine (571 citations) and Information Systems (614 citations). Timothy Baldwin has collaborated with scholars based in Australia, United States and United Arab Emirates. Frequent co-authors include Jey Han Lau, Lily Yeh Jan, Yuh Nung Jan, David Newman, Yoshihiro Kubo, Karl Grieser, Karin Verspoor, David Newman, Bo Han and Doris Hoogeveen. Their work appears in journals such as Nature, Anaesthesia, Journal of Medical Internet Research, The Journal of Heart and Lung Transplantation and Journal of Artificial Intelligence Research.
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.