Frederick Jelinek

5.3k total citations · 2 hit papers
45 papers, 3.0k citations indexed

About

Frederick Jelinek is a scholar working on Artificial Intelligence, Signal Processing and Computational Theory and Mathematics. According to data from OpenAlex, Frederick Jelinek has authored 45 papers receiving a total of 3.0k indexed citations (citations by other indexed papers that have themselves been cited), including 37 papers in Artificial Intelligence, 7 papers in Signal Processing and 4 papers in Computational Theory and Mathematics. Recurrent topics in Frederick Jelinek's work include Natural Language Processing Techniques (27 papers), Topic Modeling (22 papers) and Speech Recognition and Synthesis (20 papers). Frederick Jelinek is often cited by papers focused on Natural Language Processing Techniques (27 papers), Topic Modeling (22 papers) and Speech Recognition and Synthesis (20 papers). Frederick Jelinek collaborates with scholars based in United States and Switzerland. Frederick Jelinek's co-authors include Don X. Sun, L.R. Bahl, Robert L. Mercer, Ciprian Chelba, Peng Xu, John Lafferty, Ahmad Emami, Mark Dredze, Carolina Parada and Gerasimos Potamianos and has published in prestigious journals such as Journal of the American Statistical Association, IEEE Transactions on Pattern Analysis and Machine Intelligence and The Journal of the Acoustical Society of America.

In The Last Decade

Frederick Jelinek

44 papers receiving 2.5k citations

Hit Papers

Statistical Methods for Speech Recognition 1983 2026 1997 2011 1999 1983 400 800 1.2k

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Frederick Jelinek United States 18 2.5k 810 470 151 100 45 3.0k
Don X. Sun United States 10 1.2k 0.5× 490 0.6× 291 0.6× 126 0.8× 112 1.1× 21 1.9k
Bill Byrne United States 29 2.7k 1.1× 749 0.9× 362 0.8× 131 0.9× 136 1.4× 185 3.0k
John Makhoul United States 19 2.8k 1.1× 489 0.6× 597 1.3× 239 1.6× 68 0.7× 78 3.2k
S. Levinson United States 22 2.3k 0.9× 1.8k 2.2× 767 1.6× 58 0.4× 215 2.1× 86 3.2k
Renato De Mori Canada 24 2.4k 1.0× 1000 1.2× 301 0.6× 471 3.1× 210 2.1× 185 3.0k
Yann Dauphin United States 13 2.4k 1.0× 343 0.4× 1.2k 2.7× 178 1.2× 177 1.8× 24 3.3k
Gökhan Tür United States 32 3.9k 1.5× 398 0.5× 522 1.1× 225 1.5× 158 1.6× 143 4.2k
Michael Riley United States 27 2.0k 0.8× 724 0.9× 197 0.4× 63 0.4× 196 2.0× 103 2.3k
Pedro J. Moreno United States 28 2.1k 0.8× 1.4k 1.7× 955 2.0× 103 0.7× 81 0.8× 78 3.0k
Stanley F. Chen United States 15 2.2k 0.9× 295 0.4× 252 0.5× 236 1.6× 49 0.5× 22 2.5k

Countries citing papers authored by Frederick Jelinek

Since Specialization
Citations

This map shows the geographic impact of Frederick Jelinek'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 Frederick Jelinek with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Frederick Jelinek more than expected).

Fields of papers citing papers by Frederick Jelinek

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Frederick Jelinek. 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 Frederick Jelinek. The network helps show where Frederick Jelinek may publish in the future.

Co-authorship network of co-authors of Frederick Jelinek

This figure shows the co-authorship network connecting the top 25 collaborators of Frederick Jelinek. A scholar is included among the top collaborators of Frederick Jelinek based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Frederick Jelinek. Frederick Jelinek is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Deoras, Anoop, Frederick Jelinek, & Yi Su. (2010). Language model adaptation using Random Forests. 5198–5201. 3 indexed citations
2.
Parada, Carolina, et al.. (2010). Contextual Information Improves OOV Detection in Speech. 216–224. 39 indexed citations
3.
Fitzgerald, Erin, Frederick Jelinek, & Robert Frank. (2009). What lies beneath. 2. 746–746. 3 indexed citations
4.
Jelinek, Frederick & Erin Fitzgerald. (2009). Reconstructing spontaneous speech. 6 indexed citations
5.
Su, Yi & Frederick Jelinek. (2008). Exploiting prosodic breaks in language modeling with random forests. 91–94. 6 indexed citations
6.
Fitzgerald, Erin & Frederick Jelinek. (2008). Linguistic Resources for Reconstructing Spontaneous Speech Text.. 8 indexed citations
7.
Xu, Peng & Frederick Jelinek. (2006). Random forests and the data sparseness problem in language modeling. Computer Speech & Language. 21(1). 105–152. 41 indexed citations
8.
Emami, Ahmad & Frederick Jelinek. (2005). A Neural Syntactic Language Model. Machine Learning. 60(1-3). 195–227. 41 indexed citations
9.
Jelinek, Frederick. (2005). Some of my Best Friends are Linguists. Computers and the Humanities. 39(1). 25–34. 14 indexed citations
10.
Xu, Peng & Frederick Jelinek. (2004). Random Forests in Language Modelin. Empirical Methods in Natural Language Processing. 325–332. 49 indexed citations
11.
Guthrie, Louise, Roberto Basili, Fabio Massimo Zanzotto, et al.. (2004). Large Scale Experiments for Semantic Labeling of Noun Phrases in Raw Text.. Language Resources and Evaluation.
12.
Xu, Peng & Frederick Jelinek. (2004). Using Random Forests in the Structured Language Model. Neural Information Processing Systems. 17. 1545–1552. 1 indexed citations
13.
Potamianos, Gerasimos & Frederick Jelinek. (1998). A study of n-gram and decision tree letter language modeling methods. Speech Communication. 24(3). 171–192. 35 indexed citations
14.
Luo, Xiaoqiang & Frederick Jelinek. (1998). Nonreciprocal data sharing in estimating HMM parameters. paper 0365–0. 4 indexed citations
15.
Jelinek, Frederick & John Lafferty. (1991). Computation of the probability of initial substring generation by stochastic context-free grammars. Computational Linguistics. 17(3). 315–323. 72 indexed citations
16.
Jelinek, Frederick. (1991). Up from trigrams! - the struggle for improved language models. 1037–1040. 34 indexed citations
17.
Bahl, L.R., Frederick Jelinek, & Robert L. Mercer. (1983). A Maximum Likelihood Approach to Continuous Speech Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence. PAMI-5(2). 179–190. 796 indexed citations breakdown →
18.
Jelinek, Frederick. (1968). Probabilistic information theory : discrete and memoryless models. CERN Document Server (European Organization for Nuclear Research). 31 indexed citations
19.
Jelinek, Frederick. (1966). Determination of capacity achieving input probabilities for a class of finite state channels with side information. Information and Control. 9(2). 101–129. 9 indexed citations
20.
Jelinek, Frederick. (1965). Indecomposable channels with side information at the transmitter. Information and Control. 8(1). 36–55. 16 indexed citations

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.

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