Doug Beeferman
Impact in
- Signal Processing top 2%
- Data Management and Algorithms
- Artificial Intelligence top 1%
- Natural Language Processing Techniques
- Topic Modeling
- Speech Recognition and Synthesis
- Advanced Text Analysis Techniques
- Speech and dialogue systems
Papers in
-
- Speech and dialogue systems 6
- Natural Language Processing Techniques 6
- Topic Modeling 4
- Speech Recognition and Synthesis 3
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- Data Mining Algorithms and Applications 2
- Co-authors
- Adam Berger (5 shared papers)John Lafferty (4 shared papers)Brian Strope (3 shared papers)Bill Byrne (2 shared papers)Ciprian Chelba (2 shared papers)Johan Schalkwyk (2 shared papers)Françoise Beaufays (2 shared papers)Mike Cohen (2 shared papers)
- Journals
- AERA Open (1 paper)Educational Researcher (1 paper)Machine Learning (1 paper)Conference of the International Speech Communication Association (1 paper)International Conference on Computational Linguistics (1 paper)
- Partner nations
- United StatesLebanonUnited Kingdom
In The Last Decade
Doug Beeferman
20 papers receiving 1.4k citations
Doug Beeferman's Hit Papers
Peers
Comparison fields: 5 of 90
- Signal Processing 360
- Artificial Intelligence 1.1k
- Information Systems 574
- Computer Vision and Pattern Recognition 256
- Statistical and Nonlinear Physics 80
Countries citing papers authored by Doug Beeferman
This map shows the geographic impact of Doug Beeferman'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 Doug Beeferman with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Doug Beeferman more than expected).
Fields of papers citing papers by Doug Beeferman
This network shows the impact of papers produced by Doug Beeferman. 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 Doug Beeferman. The network helps show where Doug Beeferman may publish in the future.
Co-authors
The 25 scholars most cited alongside Doug Beeferman, 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 22 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Agglomerative clustering of a search engine query log Hit paper breakdown → | 2000 | 594 |
| 2 | Statistical Models for Text Segmentation Hit paper breakdown → | 1999 | 503 |
| 3 | 2010 | 170 | |
| 4 | 1997 | 60 | |
| 5 | 2002 | 60 | |
| 6 | Google Search by Voice: A Case Study | 2010 | 50 |
| 7 | 1999 | 44 | |
| 8 | Lexical Discovery with an Enriched Semantic Network. | 1998 | 20 |
| 9 | 1997 | 12 | |
| 10 | 2011 | 12 | |
| 11 | 2023 | 9 | |
| 12 | 2010 | 9 | |
| 13 | 2021 | 8 | |
| 14 | 2023 | 8 | |
| 15 | 2022 | 5 | |
| 16 | Agglomerative clustering of s earch engine query log | 2000 | 2 |
| 17 | From CMU Sphinx-II to Microsoft Whisper: Making Speech Recognition Usable | 1994 | 2 |
| 18 | 2024 | 1 | |
| 19 | 1996 | 1 | |
| 20 | 2025 | 1 |
About Doug Beeferman
Doug Beeferman is a scholar working on Artificial Intelligence, Information Systems, Statistical and Nonlinear Physics, Sociology and Political Science and Signal Processing, having authored 22 papers that have together received 1.6k indexed citations. Recurring topics across this work include Speech and dialogue systems (6 papers), Natural Language Processing Techniques (6 papers), Topic Modeling (4 papers), Speech Recognition and Synthesis (3 papers), Opinion Dynamics and Social Influence (3 papers), Data Mining Algorithms and Applications (2 papers), Computational and Text Analysis Methods (2 papers) and School Choice and Performance (2 papers). The work is most often cited by research in Signal Processing (360 citations), Artificial Intelligence (1.1k citations), Information Systems (574 citations), Computer Vision and Pattern Recognition (256 citations) and Statistical and Nonlinear Physics (80 citations). Doug Beeferman has collaborated with scholars based in United States, Lebanon and United Kingdom. Frequent co-authors include Adam Berger, John Lafferty, Brian Strope, Bill Byrne, Ciprian Chelba, Johan Schalkwyk, Françoise Beaufays, Mike Cohen, Maryam Kamvar and Xuedong Huang. Their work appears in journals such as AERA Open, Educational Researcher, Machine Learning, Conference of the International Speech Communication Association and International Conference on Computational Linguistics.
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.