Jacob Devlin

41.7k citations
20 papers · 18.7k · 3 hit papers · h-index 12

Impact in

    • Topic Modeling
    • Natural Language Processing Techniques
    • Advanced Text Analysis Techniques
    • Sentiment Analysis and Opinion Mining
    • Speech and dialogue systems
    • Text and Document Classification Technologies
    • Domain Adaptation and Few-Shot Learning
    • Multimodal Machine Learning Applications

Papers in

    • Natural Language Processing Techniques 13
    • Topic Modeling 12
    • Speech Recognition and Synthesis 3
    • Domain Adaptation and Few-Shot Learning 2
    • Semantic Web and Ontologies 2
    • Speech and dialogue systems 2
    • Multimodal Machine Learning Applications 5
    • Handwritten Text Recognition Techniques 2

Jacob Devlin

20 papers receiving 17.0k citations

Jacob Devlin's Hit Papers

Natural Questions: A Benchmark for Question Answering Research 2019 · 1.1k citations
1.1k0+4+8Years since publication5.0k10.0k15.0k

Peers

Jacob Devlin
Comparison fields: 5 of 175
  • Artificial Intelligence 15.9k
  • Computer Vision and Pattern Recognition 4.2k
  • Information Systems 2.2k
  • General Social Sciences 237
  • Health Informatics 91
Replace Kristina Toutanova with:
Kristina Toutanova United States
Jeffrey Pennington United States
Maosong Sun China
Eduard Hovy United States
Mirella Lapata United Kingdom
Dan Roth United States
Yejin Choi United States
Percy Liang United States
Yoon Kim South Korea
Jacob Devlin relative to Kristina Toutanova United States Kristina Toutanova's profile →
Citations per field
00.5×1.5×
Kristina Toutanova · 1×
Citations per year

Countries citing papers authored by Jacob Devlin

Since Specialization
Citations

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

Fields of papers citing papers by Jacob Devlin

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Jacob Devlin, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Jacob Devlin Line = papers co-authored together Jacob Devlin links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown
#Work
1
Hit paper breakdown →
201916535
2
Natural Questions: A Benchmark for Question Answering Research
Hit paper breakdown →
20191123
3
Fast and Robust Neural Network Joint Models for Statistical Machine Translation
Hit paper breakdown →
2014322
4 2016150
5 2015147
6
Machine Translation of Arabic Dialects
2012132
7 2019119
8 201739
9 201818
10
Unsupervised Morphology Rivals Supervised Morphology for Arabic MT
201213
11 201211
12 201111
13
BBN's Systems for the Chinese-English Sub-task of the NTCIR-10 PatentMT Evaluation.
201110
14
Trait-Based Hypothesis Selection For Machine Translation
20129
15 20138
16 20233
17
System Combination Using Discriminative Cross-Adaptation
20112
18 20152
19
On Available Corpora for Empirical Methods in Vision & Language.
20151
20 20011

About Jacob Devlin

Jacob Devlin is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Computer Networks and Communications, Molecular Biology and Information Systems, having authored 20 papers that have together received 18.7k indexed citations. Recurring topics across this work include Natural Language Processing Techniques (13 papers), Topic Modeling (12 papers), Multimodal Machine Learning Applications (5 papers), Speech Recognition and Synthesis (3 papers), Domain Adaptation and Few-Shot Learning (2 papers), Semantic Web and Ontologies (2 papers), Speech and dialogue systems (2 papers) and Handwritten Text Recognition Techniques (2 papers). The work is most often cited by research in Artificial Intelligence (15.9k citations), Computer Vision and Pattern Recognition (4.2k citations), Information Systems (2.2k citations), General Social Sciences (237 citations) and Health Informatics (91 citations). Jacob Devlin has collaborated with scholars based in United States, United Kingdom and Mexico. Frequent co-authors include Kristina Toutanova, Ming‐Wei Chang, Kenton Lee, Chris Alberti, Michael Collins, Rabih Zbib, John Makhoul, Richard Schwartz, Tom Kwiatkowski and Slav Petrov. Their work appears in journals such as Transactions of the Association for Computational Linguistics, Computer Speech & Language, NeuroImage, North American Chapter of the Association for Computational Linguistics and NTCIR.

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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