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 101
- Topic Modeling 94
- Speech and dialogue systems 37
- Semantic Web and Ontologies 16
- 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)Hal Daumé (11 shared papers)Kevin Knight (30 shared papers)Abdessamad Echihabi (8 shared papers)Lynn Carlson (4 shared papers)Dragos Stefan Munteanu (7 shared papers)Mary Ellen Okurowski (2 shared papers)
- Journals
- Computational Linguistics (5 papers)Machine Translation (2 papers)Artificial Intelligence (2 papers)IEEE Intelligent Systems (1 paper)Language Resources and Evaluation (1 paper)
- Partner nations
- United StatesCanadaChina
In The Last Decade
Daniel Marcu
113 papers receiving 9.5k citations
Daniel Marcu's Hit Papers
Peers
Comparison fields: 5 of 122
- Artificial Intelligence 10.5k
- Computer Vision and Pattern Recognition 1.1k
- Language and Linguistics 484
- Information Systems 846
- Experimental and Cognitive Psychology 227
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 116 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Statistical phrase-based translation Hit paper breakdown → | 2003 | 2437 |
| 2 | Domain Adaptation for Statistical Classifiers Hit paper breakdown → | 2006 | 583 |
| 3 | 2000 | 476 | |
| 4 | 2001 | 443 | |
| 5 | 2002 | 366 | |
| 6 | 2002 | 346 | |
| 7 | 2006 | 329 | |
| 8 | Statistics-Based Summarization - Step One: Sentence Compression | 2000 | 306 |
| 9 | 2003 | 300 | |
| 10 | 2001 | 290 | |
| 11 | 2005 | 288 | |
| 12 | 2009 | 257 | |
| 13 | 2003 | 220 | |
| 14 | From discourse structures to text summaries | 1997 | 206 |
| 15 | 2006 | 189 | |
| 16 | 2003 | 162 | |
| 17 | 2001 | 162 | |
| 18 | 2003 | 162 | |
| 19 | 2006 | 161 | |
| 20 | 2000 | 156 |
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 116 papers that have together received 11.2k indexed citations. Recurring topics across this work include Natural Language Processing Techniques (101 papers), Topic Modeling (94 papers), Speech and dialogue systems (37 papers), Semantic Web and Ontologies (16 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 (10.5k citations), Computer Vision and Pattern Recognition (1.1k citations), Language and Linguistics (484 citations), Information Systems (846 citations) and Experimental and Cognitive Psychology (227 citations). Daniel Marcu has collaborated with scholars based in United States, Canada and China. Frequent co-authors include Philipp Koehn, Franz Josef Och, Hal Daumé, Kevin Knight, Abdessamad Echihabi, Lynn Carlson, Dragos Stefan Munteanu, Mary Ellen Okurowski, Radu Soricut and William Wong. Their work appears in journals such as Computational Linguistics, Machine Translation, Artificial Intelligence, IEEE Intelligent Systems and Language Resources and Evaluation.
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.