Daniel Marcu
Impact in
- Artificial Intelligence top 0.05%
- Natural Language Processing Techniques
- Topic Modeling
- Speech and dialogue systems
- Advanced Text Analysis Techniques
- Text Readability and Simplification
- Semantic Web and Ontologies
- Algorithms and Data Compression
-
- Multimodal Machine Learning Applications
Papers in
-
- Natural Language Processing Techniques 92
- Topic Modeling 85
- Speech and dialogue systems 33
- Semantic Web and Ontologies 12
- Advanced Text Analysis Techniques 10
- Algorithms and Data Compression 8
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- Biomedical Text Mining and Ontologies 9
- Co-authors
- Philipp Koehn (4 shared papers)Franz Josef Och (1 shared paper)Kevin Knight (27 shared papers)Hal Daumé (10 shared papers)Abdessamad Echihabi (6 shared papers)Dragos Stefan Munteanu (6 shared papers)Radu Soricut (7 shared papers)William Wong (2 shared papers)
- Journals
- Computational Linguistics (5 papers)Machine Translation (2 papers)Artificial Intelligence (2 papers)Machine Learning (1 paper)Journal of Pragmatics (1 paper)
- Partner nations
- United StatesCanadaChina
In The Last Decade
Daniel Marcu
101 papers receiving 8.0k citations
Daniel Marcu's Hit Papers
Peers
Comparison fields: 5 of 119
- Artificial Intelligence 8.9k
- Computer Vision and Pattern Recognition 990
- Language and Linguistics 387
- Information Systems 727
- Literature and Literary Theory 154
Countries citing papers authored by Daniel Marcu
This map shows the geographic impact of Daniel Marcu'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 Daniel Marcu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Daniel Marcu more than expected).
Fields of papers citing papers by Daniel Marcu
This network shows the impact of papers produced by Daniel Marcu. 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 Daniel Marcu. The network helps show where Daniel Marcu may publish in the future.
Co-authors
The 25 scholars most cited alongside Daniel Marcu, 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 103 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Statistical phrase-based translation Hit paper breakdown → | 2003 | 2206 |
| 2 | Domain Adaptation for Statistical Classifiers Hit paper breakdown → | 2006 | 518 |
| 3 | 2000 | 396 | |
| 4 | 2001 | 384 | |
| 5 | 2002 | 317 | |
| 6 | 2006 | 310 | |
| 7 | 2002 | 307 | |
| 8 | Statistics-Based Summarization - Step One: Sentence Compression | 2000 | 270 |
| 9 | 2001 | 257 | |
| 10 | 2003 | 252 | |
| 11 | 2005 | 245 | |
| 12 | 2009 | 236 | |
| 13 | From discourse structures to text summaries | 1997 | 178 |
| 14 | 2006 | 174 | |
| 15 | 2006 | 152 | |
| 16 | 2003 | 145 | |
| 17 | 2003 | 140 | |
| 18 | 2001 | 139 | |
| 19 | 2000 | 133 | |
| 20 | 2007 | 133 |
About Daniel Marcu
Daniel Marcu is a scholar working on Artificial Intelligence, Molecular Biology, Computer Vision and Pattern Recognition, Language and Linguistics and Computer Networks and Communications, having authored 103 papers that have together received 9.5k indexed citations. Recurring topics across this work include Natural Language Processing Techniques (92 papers), Topic Modeling (85 papers), Speech and dialogue systems (33 papers), Semantic Web and Ontologies (12 papers), Advanced Text Analysis Techniques (10 papers), Biomedical Text Mining and Ontologies (9 papers), Algorithms and Data Compression (8 papers) and Multimodal Machine Learning Applications (6 papers). The work is most often cited by research in Artificial Intelligence (8.9k citations), Computer Vision and Pattern Recognition (990 citations), Language and Linguistics (387 citations), Information Systems (727 citations) and Literature and Literary Theory (154 citations). Daniel Marcu has collaborated with scholars based in United States, Canada and China. Frequent co-authors include Philipp Koehn, Franz Josef Och, Kevin Knight, Hal Daumé, Abdessamad Echihabi, Dragos Stefan Munteanu, Radu Soricut, William Wong, Lynn Carlson and Alexander Fraser. Their work appears in journals such as Computational Linguistics, Machine Translation, Artificial Intelligence, Machine Learning and Journal of Pragmatics.
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.