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
-
- Multimodal Machine Learning Applications
Papers in
-
- Natural Language Processing Techniques 152
- Topic Modeling 144
- Speech and dialogue systems 37
- Algorithms and Data Compression 23
- Speech Recognition and Synthesis 19
- Text Readability and Simplification 17
- Machine Learning and Algorithms 11
-
- Multimodal Machine Learning Applications 25
- Co-authors
- Christopher D. Manning (24 shared papers)Percy Liang (17 shared papers)Kristina Toutanova (2 shared papers)Yoram Singer (1 shared paper)Slav Petrov (13 shared papers)Greg Durrett (11 shared papers)Aria Haghighi (12 shared papers)Michael I. Jordan (10 shared papers)
- Journals
- Transactions of the Association for Computational Linguistics (2 papers)Proceedings of the National Academy of Sciences (1 paper)Cognitive Science (1 paper)Computational Linguistics (1 paper)Pattern Recognition (1 paper)
- Partner nations
- United StatesItalyNetherlands
In The Last Decade
Dan Klein
205 papers receiving 14.8k citations
Dan Klein's Hit Papers
Peers
Comparison fields: 5 of 149
- Artificial Intelligence 14.2k
- Computer Vision and Pattern Recognition 2.7k
- Information Systems 1.7k
- Signal Processing 620
- Language and Linguistics 405
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 213 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Accurate unlexicalized parsing Hit paper breakdown → | 2003 | 2297 |
| 2 | Feature-rich part-of-speech tagging with a cyclic dependency network Hit paper breakdown → | 2003 | 2154 |
| 3 | Learning accurate, compact, and interpretable tree annotation Hit paper breakdown → | 2006 | 606 |
| 4 | Fast Exact Inference with a Factored Model for Natural Language Parsing Hit paper breakdown → | 2002 | 577 |
| 5 | Improved Inference for Unlexicalized Parsing Hit paper breakdown → | 2007 | 457 |
| 6 | From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering Hit paper breakdown → | 2002 | 428 |
| 7 | Learning Dependency-Based Compositional Semantics Hit paper breakdown → | 2012 | 344 |
| 8 | 2004 | 335 | |
| 9 | 2006 | 318 | |
| 10 | 2016 | 315 | |
| 11 | 2018 | 305 | |
| 12 | Spectral learning | 2003 | 216 |
| 13 | 2009 | 216 | |
| 14 | 2006 | 194 | |
| 15 | 2014 | 173 | |
| 16 | 2009 | 155 | |
| 17 | 2001 | 155 | |
| 18 | 2003 | 154 | |
| 19 | Painless Unsupervised Learning with Features | 2010 | 154 |
| 20 | Jointly Learning to Extract and Compress | 2011 | 149 |
About Dan Klein
Dan Klein is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Signal Processing, Cultural Studies and Information Systems, having authored 213 papers that have together received 16.2k indexed citations. Recurring topics across this work include Natural Language Processing Techniques (152 papers), Topic Modeling (144 papers), Speech and dialogue systems (37 papers), Multimodal Machine Learning Applications (25 papers), Algorithms and Data Compression (23 papers), Speech Recognition and Synthesis (19 papers), Text Readability and Simplification (17 papers) and Machine Learning and Algorithms (11 papers). The work is most often cited by research in Artificial Intelligence (14.2k citations), Computer Vision and Pattern Recognition (2.7k citations), Information Systems (1.7k citations), Signal Processing (620 citations) and Language and Linguistics (405 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, Greg Durrett, Aria Haghighi, Michael I. Jordan, Jacob Andreas and Sepandar D. Kamvar. Their work appears in journals such as Transactions of the Association for Computational Linguistics, Proceedings of the National Academy of Sciences, Cognitive Science, Computational Linguistics and Pattern Recognition.
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.