Dan Klein
Impact in
- Artificial Intelligence top 0.02%
- Natural Language Processing Techniques
- Topic Modeling
- Speech and dialogue systems
- Semantic Web and Ontologies
- Text Readability and Simplification
- Advanced Text Analysis Techniques
- Algorithms and Data Compression
-
- Multimodal Machine Learning Applications
Papers in
-
- Natural Language Processing Techniques 147
- Topic Modeling 139
- Speech and dialogue systems 35
- Algorithms and Data Compression 25
- Text Readability and Simplification 18
- Speech Recognition and Synthesis 18
- Machine Learning and Algorithms 11
-
- Multimodal Machine Learning Applications 19
- Co-authors
- Christopher D. Manning (25 shared papers)Percy Liang (18 shared papers)Kristina Toutanova (2 shared papers)Yoram Singer (1 shared paper)Slav Petrov (12 shared papers)Aria Haghighi (13 shared papers)Michael I. Jordan (10 shared papers)Sepandar Kamvar (5 shared papers)
- Journals
- Transactions of the Association for Computational Linguistics (2 papers)Pattern Recognition (1 paper)Proceedings of the National Academy of Sciences (1 paper)Computational Linguistics (1 paper)Cognitive Science (1 paper)
- Partner nations
- United StatesItalyNetherlands
In The Last Decade
Dan Klein
198 papers receiving 14.2k citations
Dan Klein's Hit Papers
Peers
Comparison fields: 5 of 148
- Artificial Intelligence 13.9k
- Computer Vision and Pattern Recognition 2.4k
- Information Systems 1.8k
- Signal Processing 649
- Software 182
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 205 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Accurate unlexicalized parsing Hit paper breakdown → | 2003 | 2317 |
| 2 | Feature-rich part-of-speech tagging with a cyclic dependency network Hit paper breakdown → | 2003 | 2141 |
| 3 | Fast Exact Inference with a Factored Model for Natural Language Parsing Hit paper breakdown → | 2002 | 586 |
| 4 | Learning accurate, compact, and interpretable tree annotation Hit paper breakdown → | 2006 | 584 |
| 5 | Improved Inference for Unlexicalized Parsing Hit paper breakdown → | 2007 | 450 |
| 6 | From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering Hit paper breakdown → | 2002 | 431 |
| 7 | 2004 | 338 | |
| 8 | Learning Dependency-Based Compositional Semantics Hit paper breakdown → | 2012 | 321 |
| 9 | 2006 | 313 | |
| 10 | 2016 | 277 | |
| 11 | 2018 | 270 | |
| 12 | Spectral learning | 2003 | 216 |
| 13 | Learning Bilingual Lexicons from Monolingual Corpora | 2008 | 213 |
| 14 | 2006 | 204 | |
| 15 | 2009 | 193 | |
| 16 | 2017 | 177 | |
| 17 | Painless Unsupervised Learning with Features | 2010 | 157 |
| 18 | Max-Margin Parsing | 2004 | 156 |
| 19 | 2009 | 156 | |
| 20 | 2001 | 155 |
About Dan Klein
Dan Klein is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Molecular Biology and Signal Processing, having authored 205 papers that have together received 15.8k indexed citations. Recurring topics across this work include Natural Language Processing Techniques (147 papers), Topic Modeling (139 papers), Speech and dialogue systems (35 papers), Algorithms and Data Compression (25 papers), Multimodal Machine Learning Applications (19 papers), Text Readability and Simplification (18 papers), Speech Recognition and Synthesis (18 papers) and Machine Learning and Algorithms (11 papers). The work is most often cited by research in Artificial Intelligence (13.9k citations), Computer Vision and Pattern Recognition (2.4k citations), Information Systems (1.8k citations), Signal Processing (649 citations) and Software (182 citations). Dan Klein has collaborated with scholars based in United States, Italy and Netherlands. Frequent co-authors include Christopher D. Manning, Percy Liang, Kristina Toutanova, Yoram Singer, Slav Petrov, Aria Haghighi, Michael I. Jordan, Sepandar Kamvar, Taylor Berg-Kirkpatrick and Ben Taskar. Their work appears in journals such as Transactions of the Association for Computational Linguistics, Pattern Recognition, Proceedings of the National Academy of Sciences, Computational Linguistics 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.