Standout Papers

Conditional Random Fields: Probabilistic Models for Segmenting an... 1990 2026 2002 2014 4.9k
  1. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data (2001)
    John Lafferty, Andrew McCallum et al. ScholarlyCommons (University of Pennsylvania)
  2. Semi-supervised learning using Gaussian fields and harmonic functions (2003)
    Xiaojin Zhu, Zoubin Ghahramani et al. UCL Discovery (University College London)
  3. A statistical approach to machine translation (1990)
    Peter F. Brown, John Cocke et al. Computational Linguistics
  4. A study of smoothing methods for language models applied to information retrieval (2004)
    ChengXiang Zhai, John Lafferty ACM Transactions on Information Systems
  5. Correlated Topic Models (2005)
    John Lafferty, David M. Blei Neural Information Processing Systems
  6. A correlated topic model of Science (2018)
    David M. Blei, John Lafferty KiltHub Repository

Immediate Impact

33 by Nobel laureates 29 from Science/Nature 82 standout
Sub-graph 1 of 22

Citing Papers

Plasma proteome analyses in individuals of European and African ancestry identify cis-pQTLs and models for proteome-wide association studies
2022 Standout
The major genetic risk factor for severe COVID-19 is inherited from Neanderthals
2020 StandoutNatureNobel
1 intermediate paper

Works of John Lafferty being referenced

A Multicenter Trial of the Effectiveness of ζ-Globin Enzyme-Linked Immunosorbent Assay and Hemoglobin H Inclusion Body Screening for the Detection of α0-Thalassemia Trait
2008
Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data
2001 Standout

Author Peers

Author Last Decade Papers Cites
John Lafferty 7918 842 239 2959 1587 121 12.9k
Zoubin Ghahramani 8343 1193 10 3236 1420 194 18.9k
Krzysztof J. Cios 5117 264 16 3090 1480 98 12.5k
Andrew McCallum 9820 198 3 3031 1673 131 14.8k
Alexander J. Smola 7780 817 11 6058 1819 57 17.8k
Yoram Singer 7185 282 6 3661 903 92 11.6k
Max Welling 6112 614 6 4584 743 157 12.4k
Eric P. Xing 4662 491 3485 1628 274 9.9k
David H. Wolpert 8095 310 5 1565 1092 126 15.5k
Chris Bishop 4389 685 6 2682 974 75 11.2k
J. Rissanen 5106 1097 1 2026 811 93 10.1k

All Works

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Rankless by CCL
2026