Dan Klein
Impact in
- Artificial Intelligence top 0.02%
- Topic Modeling
- Natural Language Processing Techniques
- Speech and dialogue systems
- Text Readability and Simplification
- Semantic Web and Ontologies
- Advanced Text Analysis Techniques
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- Multimodal Machine Learning Applications
Papers in
-
- Natural Language Processing Techniques 144
- Topic Modeling 137
- Speech and dialogue systems 35
- Algorithms and Data Compression 23
- Text Readability and Simplification 18
- Speech Recognition and Synthesis 17
- Machine Learning and Algorithms 11
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- Multimodal Machine Learning Applications 19
- Co-authors
- Christopher D. Manning (23 shared papers)Percy Liang (18 shared papers)Slav Petrov (12 shared papers)Kristina Toutanova (2 shared papers)Yoram Singer (1 shared paper)Aria Haghighi (13 shared papers)Michael I. Jordan (10 shared papers)Taylor Berg-Kirkpatrick (16 shared papers)
- Journals
- Transactions of the Association for Computational Linguistics (2 papers)Proceedings of the National Academy of Sciences (1 paper)Computational Linguistics (1 paper)Pattern Recognition (1 paper)Cognitive Science (1 paper)
- Partner nations
- United StatesAustraliaIsrael
In The Last Decade
Dan Klein
190 papers receiving 12.5k citations
Dan Klein's Hit Papers
Peers
Comparison fields: 5 of 150
- Artificial Intelligence 12.5k
- Computer Vision and Pattern Recognition 2.2k
- Information Systems 1.6k
- Signal Processing 562
- Software 154
Countries citing papers authored by Dan Klein
This map shows the geographic impact of Dan Klein'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 Dan Klein with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dan Klein more than expected).
Fields of papers citing papers by Dan Klein
This network shows the impact of papers produced by Dan Klein. 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 Dan Klein. The network helps show where Dan Klein may publish in the future.
Co-authors
The 25 scholars most cited alongside Dan Klein, 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 197 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Accurate unlexicalized parsing Hit paper breakdown → | 2003 | 2013 |
| 2 | Feature-rich part-of-speech tagging with a cyclic dependency network Hit paper breakdown → | 2003 | 1831 |
| 3 | Learning accurate, compact, and interpretable tree annotation Hit paper breakdown → | 2006 | 547 |
| 4 | Fast Exact Inference with a Factored Model for Natural Language Parsing Hit paper breakdown → | 2002 | 506 |
| 5 | Improved Inference for Unlexicalized Parsing Hit paper breakdown → | 2007 | 427 |
| 6 | From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering | 2002 | 357 |
| 7 | 2006 | 299 | |
| 8 | Learning Dependency-Based Compositional Semantics Hit paper breakdown → | 2012 | 291 |
| 9 | 2004 | 276 | |
| 10 | 2018 | 254 | |
| 11 | 2016 | 234 | |
| 12 | Learning Bilingual Lexicons from Monolingual Corpora | 2008 | 201 |
| 13 | 2006 | 195 | |
| 14 | 2009 | 184 | |
| 15 | Spectral learning | 2003 | 177 |
| 16 | 2017 | 159 | |
| 17 | Painless Unsupervised Learning with Features | 2010 | 152 |
| 18 | 2001 | 145 | |
| 19 | Max-Margin Parsing | 2004 | 144 |
| 20 | 2009 | 141 |
About Dan Klein
Dan Klein is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Molecular Biology, Information Systems and Signal Processing, having authored 197 papers that have together received 14.0k indexed citations. Recurring topics across this work include Natural Language Processing Techniques (144 papers), Topic Modeling (137 papers), Speech and dialogue systems (35 papers), Algorithms and Data Compression (23 papers), Multimodal Machine Learning Applications (19 papers), Text Readability and Simplification (18 papers), Speech Recognition and Synthesis (17 papers) and Machine Learning and Algorithms (11 papers). The work is most often cited by research in Artificial Intelligence (12.5k citations), Computer Vision and Pattern Recognition (2.2k citations), Information Systems (1.6k citations), Signal Processing (562 citations) and Software (154 citations). Dan Klein has collaborated with scholars based in United States, Australia and Israel. Frequent co-authors include Christopher D. Manning, Percy Liang, Slav Petrov, Kristina Toutanova, Yoram Singer, Aria Haghighi, Michael I. Jordan, Taylor Berg-Kirkpatrick, Ben Taskar and Sepandar Kamvar. Their work appears in journals such as Transactions of the Association for Computational Linguistics, Proceedings of the National Academy of Sciences, Computational Linguistics, Pattern Recognition and Cognitive Science.
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.