Jacob Devlin

40.6k citations
20 papers · 16.4k · 3 hit papers · h-index 11

Impact in

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

Papers in

    • Natural Language Processing Techniques 13
    • Topic Modeling 12
    • Speech Recognition and Synthesis 3
    • Semantic Web and Ontologies 2
    • Speech and dialogue systems 2
    • Multimodal Machine Learning Applications 5
    • Handwritten Text Recognition Techniques 2
    • Advanced Image and Video Retrieval Techniques 2

Jacob Devlin

20 papers receiving 14.8k citations

Jacob Devlin's Hit Papers

Natural Questions: A Benchmark for Question Answering Research 2019 · 984 citations
9840+4+8Years since publication4.0k8.0k12.0k

Peers

Jacob Devlin
Comparison fields: 5 of 176
  • Artificial Intelligence 14.2k
  • Computer Vision and Pattern Recognition 3.8k
  • Information Systems 1.9k
  • General Social Sciences 212
  • Health Informatics 87
Replace Kristina Toutanova with:
Kristina Toutanova United States
Jeffrey Pennington United States
Eduard Hovy United States
Mirella Lapata United Kingdom
Maosong Sun China
Armand Joulin Israel
Percy Liang United States
Yoon Kim South Korea
Noah A. Smith United States
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 →
201914508
2
Natural Questions: A Benchmark for Question Answering Research
Hit paper breakdown →
2019984
3
Fast and Robust Neural Network Joint Models for Statistical Machine Translation
Hit paper breakdown →
2014293
4 2016138
5 2015131
6
Machine Translation of Arabic Dialects
2012121
7 2019108
8 201735
9 201817
10
Unsupervised Morphology Rivals Supervised Morphology for Arabic MT
201212
11 201211
12 201110
13
Trait-Based Hypothesis Selection For Machine Translation
20129
14
BBN's Systems for the Chinese-English Sub-task of the NTCIR-10 PatentMT Evaluation.
20118
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 16.4k 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), Semantic Web and Ontologies (2 papers), Handwritten Text Recognition Techniques (2 papers), Speech and dialogue systems (2 papers) and Advanced Image and Video Retrieval Techniques (2 papers). The work is most often cited by research in Artificial Intelligence (14.2k citations), Computer Vision and Pattern Recognition (3.8k citations), Information Systems (1.9k citations), General Social Sciences (212 citations) and Health Informatics (87 citations). Jacob Devlin has collaborated with scholars based in United States, United Kingdom and Mexico. Frequent co-authors include Ming‐Wei Chang, Kenton Lee, Kristina Toutanova, Michael Collins, Chris Alberti, Rabih Zbib, Richard Schwartz, John Makhoul, Jennimaria Palomaki and Illia Polosukhin. Their work appears in journals such as Computer Speech & Language, Transactions of the Association for Computational Linguistics, NeuroImage, arXiv (Cornell University) 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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