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Stan Szpakowicz

Stan Szpakowicz

University of Ottawa
Canada

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 31 13386 12983 518 496 148 7052

Stan Szpakowicz publications per year

The chart shows the history of publications by Stan Szpakowicz between 1984 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Stan Szpakowicz published across 42 years, from 1984 to 2025, averaging 3.7 papers a year. Output peaked at 13 publications in 2010. 1 of the 154 publications appeared in the last two years.

No. of publications
5 10
Bar chart. Horizontal axis: year, 1984 to 2025. Vertical axis: number of publications, 0 to 13. Peak 13 publications in 2010. 1984: 1 publication 1985: 0 publications 1986: 0 publications 1987: 3 publications 1988: 1 publication 1989: 1 publication 1990: 5 publications 1991: 3 publications 1992: 3 publications 1993: 1 publication 1994: 3 publications 1995: 2 publications 1996: 5 publications 1997: 3 publications 1998: 3 publications 1999: 1 publication 2000: 2 publications 2001: 1 publication 2002: 1 publication 2003: 2 publications 2004: 4 publications 2005: 2 publications 2006: 12 publications 2007: 4 publications 2008: 5 publications 2009: 8 publications 2010: 13 publications 2011: 4 publications 2012: 13 publications 2013: 11 publications 2014: 8 publications 2015: 7 publications 2016: 4 publications 2017: 2 publications 2018: 4 publications 2019: 1 publication 2020: 3 publications 2021: 7 publications 2022: 0 publications 2023: 0 publications 2024: 0 publications 2025: 1 publication
1984 2025

154 publications in total across all disciplines

View publications per year as a table
Stan Szpakowicz: publications per year, 1984 to 2025
Year Publications
1984 1
1985 0
1986 0
1987 3
1988 1
1989 1
1990 5
1991 3
1992 3
1993 1
1994 3
1995 2
1996 5
1997 3
1998 3
1999 1
2000 2
2001 1
2002 1
2003 2
2004 4
2005 2
2006 12
2007 4
2008 5
2009 8
2010 13
2011 4
2012 13
2013 11
2014 8
2015 7
2016 4
2017 2
2018 4
2019 1
2020 3
2021 7
2022 0
2023 0
2024 0
2025 1
Total 154
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Stan Szpakowicz publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Stan Szpakowicz sits on this spectrum.

No. of scientists
200 400 600
Bar chart with 97 bars. Horizontal axis: publications, 32–41 to 991+. Vertical axis: number of scientists, 0 to 609. Most scientists, 609, have 142–151 publications. The last bar groups every scientist with 991 publications or more. The highlighted bar, 142–151 publications, is where this scientist sits. 32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32–41 publications 991+

This scientist: 148 publications — 26th percentile

26% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

View publications distribution as a table
Number of Computer Science scientists by publication count, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
Publications Scientists This scientist
32–41 7
42–51 22
52–61 82
62–71 134
72–81 249
82–91 324
92–101 421
102–111 420
112–121 497
122–131 544
132–141 555
142–151 609 148
152–161 559
162–171 534
172–181 556
182–191 583
192–201 519
202–211 508
212–221 490
222–231 437
232–241 423
242–251 408
252–261 377
262–271 301
272–281 335
282–291 320
292–301 293
302–311 250
312–321 238
322–331 206
332–341 209
342–351 208
352–361 162
362–371 176
372–381 127
382–391 158
392–401 128
402–411 104
412–421 94
422–431 99
432–441 83
442–451 108
452–461 73
462–471 77
472–481 69
482–491 84
492–501 62
502–511 54
512–521 57
522–531 51
532–541 51
542–551 32
552–561 38
562–571 28
572–581 43
582–591 33
592–601 41
602–611 32
612–621 28
622–631 25
632–641 27
642–651 17
652–661 20
662–671 17
672–681 15
682–691 14
692–701 21
702–711 13
712–721 12
722–731 19
732–741 14
742–751 12
752–761 10
762–771 10
772–781 11
782–791 10
792–801 11
802–811 8
812–821 8
822–831 7
832–841 11
842–851 10
852–861 5
862–871 9
872–881 4
882–891 6
892–901 3
902–911 6
912–921 3
922–931 2
932–941 2
942–951 2
952–961 3
962–971 3
972–981 3
982–990 5
991+ 100
Download as CSV

Stan Szpakowicz D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Stan Szpakowicz sits on this spectrum.

No. of scientists
200 400 600 800
Bar chart with 52 bars. Horizontal axis: D-Index, 30–31 to 131+. Vertical axis: number of scientists, 0 to 990. Most scientists, 990, have 36–37 D-Index. The last bar groups every scientist with 131 D-Index or more. The highlighted bar, 30–31 D-Index, is where this scientist sits. 30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30–31 D-Index 131+

This scientist: 31 D-Index — 6th percentile

6% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

View D-Index distribution as a table
Number of Computer Science scientists by D-index, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
D-Index Scientists This scientist
30–31 879 31
32–33 983
34–35 918
36–37 990
38–39 968
40–41 907
42–43 821
44–45 763
46–47 689
48–49 543
50–51 543
52–53 518
54–55 500
56–57 458
58–59 400
60–61 337
62–63 308
64–65 292
66–67 249
68–69 213
70–71 192
72–73 189
74–75 165
76–77 139
78–79 119
80–81 121
82–83 113
84–85 88
86–87 87
88–89 75
90–91 69
92–93 57
94–95 46
96–97 38
98–99 34
100–101 36
102–103 27
104–105 37
106–107 18
108–109 31
110–111 19
112–113 16
114–115 12
116–117 20
118–119 15
120–121 5
122–123 20
124–125 8
126–127 5
128–129 7
130 3
131+ 98
Download as CSV

Overview

Stan Szpakowicz is affiliated with the University of Ottawa in Canada and has contributed to the field of computer science, focusing primarily on artificial intelligence. Their research spans several specialized areas including natural language processing techniques, topic modeling, advanced graph neural networks, speech and dialogue systems, semantic web and ontologies, as well as business process modeling and analysis.

The scientist's publication record includes papers in venues such as Synthesis Lectures on Human Language Technologies and arXiv (Cornell University). Notable recent works include:

  • Semantic Relations Between Nominals, Second Edition (2021), published in Synthesis Lectures on Human Language Technologies
  • Semantic Relations and Deep Learning (2020), published in arXiv (Cornell University)

Stan Szpakowicz has co-authored multiple papers with several frequent collaborators. These include Vivi Năstase, with whom they have collaborated on nine publications; Preslav Nakov, with eight shared works; and Diarmuid Ó Séagdha, also with eight joint publications.

Their book publications include at least one title published by Morgan & Claypool Publishers: "Semantic Relations Between Nominals, Second Edition" released in 2021.

Szpakowicz's work integrates various main topics such as natural language processing techniques and topic modeling, areas that feature prominently in their eight publications within artificial intelligence. The inclusion of advanced graph neural networks points to an interest in machine learning approaches, while research into speech and dialogue systems aligns with human-computer interaction subfields.

Frequent publication venues for Szpakowicz's research reflect a focus on human language technologies and preprint dissemination, offering contributions to both established and emergent research outlets.

Best Publications

  • Beyond accuracy, f-score and ROC: a family of discriminant measures for performance evaluation

    Marina Sokolova;Nathalie Japkowicz;Stan Szpakowicz

  • SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations between Pairs of Nominals

    Iris Hendrickx;Su Nam Kim;Zornitsa Kozareva;Preslav Nakov

  • Identifying expressions of emotion in text

    Saima Aman;Stan Szpakowicz

  • SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals

    Iris Hendrickx;Su Nam Kim;Zornitsa Kozareva;Preslav Nakov

  • Roget’s thesaurus and semantic similarity

    Mario Jarmasz;Stan Szpakowicz

  • SemEval-2007 Task 04: Classification of Semantic Relations between Nominals

    Roxana Girju;Preslav Nakov;Vivi Nastase;Stan Szpakowicz

  • Detecting Emotion Stimuli in Emotion-Bearing Sentences

    Diman Ghazi;Diana Inkpen;Stan Szpakowicz

  • A WordNet-based algorithm for word sense disambiguation

    Xiaobin Li;Stan Szpakowicz;Stan Matwin

  • Negoplan: an expert system shell for negotiation support

    S. Matwin;S. Szpakowicz;Z. Koperczak;G.E. Kersten

  • Semi-Automatic Recognition of Noun Modifier Relationships

    Ken Barker;Stan Szpakowicz

  • Restructurable representations of negotiation

    Gregory E. Kersten;Wojtek Michalowski;Stan Szpakowicz;Zbig Koperczak

  • Using Roget's Thesaurus for Fine-grained Emotion Recognition.

    Saima Aman;Stan Szpakowicz

  • Hierarchical versus Flat Classification of Emotions in Text

    Diman Ghazi;Diana Inkpen;Stan Szpakowicz

  • Learning noun-modifier semantic relations with corpus-based and WordNet-based features

    Vivi Nastase;Jelber Sayyad-Shirabad;Marina Sokolova;Stan Szpakowicz

  • Classification of semantic relations between nominals

    Roxana Girju;Preslav Nakov;Preslav Nakov;Vivi Nastase;Stan Szpakowicz;Stan Szpakowicz

  • SemEval-2 Task 9: The Interpretation of Noun Compounds Using Paraphrasing Verbs and Prepositions

    Cristina Butnariu;Su Nam Kim;Preslav Nakov;Diarmuid Ó Séaghdha

  • Summarizing short stories

    Anna Kazantseva;Stan Szpakowicz

  • plWordNet 3.0 - a Comprehensive Lexical-Semantic Resource.

    Marek Maziarz;Maciej Piasecki;Ewa Rudnicka;Stan Szpakowicz

  • SemEval-2010 Task 9: The Interpretation of Noun Compounds Using Paraphrasing Verbs and Prepositions

    Cristina Butnariu;Su Nam Kim;Preslav Nakov;Diarmuid Ó Séaghdha

  • Prior and contextual emotion of words in sentential context

    Diman Ghazi;Diana Inkpen;Stan Szpakowicz;Stan Szpakowicz

  • A survey of book recommender systems

    Haifa Alharthi;Diana Inkpen;Stan Szpakowicz

  • Semantic Relations Between Nominals

    Vivi Nastase;Preslav Nakov;Diarmuid Saghdha;Stan Szpakowicz

  • Multi-way classification of semantic relations between pairs of nominals

    Iris Hendrickx;Su Nam Kim;Zornitsa Kozareva;Preslav Nakov

  • SemEval-2013 Task 4: Free Paraphrases of Noun Compounds

    Iris Hendrickx;Preslav Nakov;Stan Szpakowicz;Zornitsa Kozareva

Frequent Co-Authors

Preslav Nakov
Preslav Nakov Mohamed bin Zayed University of Artificial Intelligence
Gregory E. Kersten
Gregory E. Kersten Concordia University
Diana Inkpen
Diana Inkpen University of Ottawa
Stan Matwin
Stan Matwin Dalhousie University
Sebastian Padó
Sebastian Padó University of Stuttgart
Peter D. Turney
Peter D. Turney Ronin Institute
Nathalie Japkowicz
Nathalie Japkowicz American University
Saif M. Mohammad
Saif M. Mohammad National Research Council Canada
Rada Mihalcea
Rada Mihalcea University of Michigan–Ann Arbor
Christiane Fellbaum
Christiane Fellbaum Princeton University

External Links

Personal website of Stan Szpakowicz Google Scholar page

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Best Scientists Citing Stan Szpakowicz

Gregory E. Kersten

Gregory E. Kersten

Concordia University

Publications: 35

Saif M. Mohammad

Saif M. Mohammad

National Research Council Canada

Publications: 31

Diana Inkpen

Diana Inkpen

University of Ottawa

Publications: 24

Peter D. Turney

Peter D. Turney

Ronin Institute

Publications: 20

Dan Moldovan

Dan Moldovan

The University of Texas at Dallas

Publications: 16

Iryna Gurevych

Iryna Gurevych

Technical University of Darmstadt

Publications: 15

Dinggang Shen

Dinggang Shen

ShanghaiTech University

Publications: 14

Timothy Baldwin

Timothy Baldwin

University of Melbourne

Publications: 14

Preslav Nakov

Preslav Nakov

Mohamed bin Zayed University of Artificial Intelligence

Publications: 12

Mitsuru Ishizuka

Mitsuru Ishizuka

University of Tokyo

Publications: 12

Rada Mihalcea

Rada Mihalcea

University of Michigan–Ann Arbor

Publications: 11

Graeme Hirst

Graeme Hirst

University of Toronto

Publications: 11

Bing Liu

Bing Liu

University of Illinois at Chicago

Publications: 11

Ernesto Damiani

Ernesto Damiani

Khalifa University

Publications: 10

Ruifeng Xu

Ruifeng Xu

Harbin Institute of Technology

Publications: 10

Torsten Zesch

Torsten Zesch

University of Hagen

Publications: 10

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