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André F. T. Martins

André F. T. Martins

D-Index & Metrics

Computer Science

D-Index
38
Citations
6471
World Ranking
10191
National Ranking
32

André F. T. Martins publications per year

1999: 1 publications 2000: 0 publications 2001: 0 publications 2002: 0 publications 2003: 0 publications 2004: 1 publications 2005: 3 publications 2006: 3 publications 2007: 6 publications 2008: 7 publications 2009: 12 publications 2010: 11 publications 2011: 4 publications 2012: 4 publications 2013: 8 publications 2014: 13 publications 2015: 10 publications 2016: 12 publications 2017: 7 publications 2018: 14 publications 2019: 29 publications 2020: 26 publications 2021: 23 publications 2022: 24 publications 2023: 26 publications 2024: 29 publications 2025: 26 publications
1999 2025

299 publications in total across all disciplines

André F. T. Martins publication distribution in Computer Science in 2027

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2027. The highlighted bar marks where André F. T. Martins sits on this spectrum.

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 publications 991+

This scientist: 252 publications — 63rd percentile

63% of scientists in this discipline score the same or lower.

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

André F. T. Martins D-index placement in Computer Science in 2027

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2027. The highlighted bar marks where André F. T. Martins sits on this spectrum.

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 D-Index 131+

This scientist: 38 D-Index — 30th percentile

30% of scientists in this discipline score the same or lower.

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

Overview

André F. T. Martins is affiliated with Instituto Superior Técnico in Portugal. Their research spans across multiple areas in computer science, with a significant focus on artificial intelligence and natural language processing.

The scientist has contributed notably to the fields of study including:

  • Computer Science

Within that domain, their work emphasizes the following subfields:

  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Statistical and Nonlinear Physics
  • Information Systems
  • Civil and Structural Engineering

Their scholarly output addresses a variety of main research topics:

  • Topic Modeling
  • Natural Language Processing Techniques
  • Multimodal Machine Learning Applications
  • Explainable Artificial Intelligence (XAI)
  • Text Readability and Simplification
  • Machine Learning and Data Classification
  • Software Engineering Research

Frequent coauthors in their research collaborations include:

  • Ricardo Rei
  • Patrick Fernandes
  • António Farinhas
  • Marcos Treviso
  • José G. C. de Souza

The following recent papers demonstrate their involvement in the advancement of natural language processing and related fields:

  • "Universal Dependencies," 2025, published in Elsevier eBooks
  • "Hallucinations in Large Multilingual Translation Models," 2023, Transactions of the Association for Computational Linguistics
  • "Efficient Methods for Natural Language Processing: A Survey," 2023, Transactions of the Association for Computational Linguistics
  • "Universal Dependencies," 2025, HAL (Le Centre pour la Communication Scientifique Directe)
  • "Quality-Aware Decoding for Neural Machine Translation," 2022, Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Publication venues where André F. T. Martins frequently contributes include:

  • arXiv (Cornell University)
  • Transactions of the Association for Computational Linguistics
  • Elsevier eBooks
  • Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
  • Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Best Publications

  • Marian: Fast Neural Machine Translation in C++

    Marcin Junczys-Dowmunt;Roman Grundkiewicz;Tomasz Dwojak;Hieu Hoang

  • From softmax to sparsemax: a sparse model of attention and multi-label classification

    André F. T. Martins;Ramón F. Astudillo

  • Frame-semantic parsing

    Dipanjan Das;Desai Chen;André F. T. Martins;Nathan Schneider

  • Concise Integer Linear Programming Formulations for Dependency Parsing

    Andre Martins;Noah Smith;Eric Xing

  • Adaptively Sparse Transformers

    Gonçalo M. Correia;Vlad Niculae;André F. T. Martins

  • Turning on the Turbo: Fast Third-Order Non-Projective Turbo Parsers

    Andre Martins;Miguel Almeida;Noah A. Smith

  • Sparse Sequence-to-Sequence Models

    Unknown

  • Selective Attention for Context-aware Neural Machine Translation.

    Sameen Maruf;André F. T. Martins;Gholamreza Haffari

  • Marian: Fast Neural Machine Translation in C++

    Marcin Junczys-Dowmunt;Roman Grundkiewicz;Tomasz Dwojak;Hieu Hoang

  • Turbo Parsers: Dependency Parsing by Approximate Variational Inference

    Andre Martins;Noah Smith;Eric Xing;Pedro Aguiar

  • From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification

    André F. T. Martins;Ramón Fernandez Astudillo

  • Summarization with a Joint Model for Sentence Extraction and Compression

    Andre Martins;Noah A. Smith

  • Nonextensive Information Theoretic Kernels on Measures

    André F. T. Martins;Noah A. Smith;Eric P. Xing;Pedro M. Q. Aguiar

  • OpenKiwi: An Open Source Framework for Quality Estimation

    Fabio Natanael Kepler;Jonay Trénous;Marcos Vinícius Treviso;Miguel Vera

  • Hallucinations in Large Multilingual Translation Models

    Unknown

  • Stacking Dependency Parsers

    André Filipe Torres Martins;Dipanjan Das;Noah A. Smith;Eric P. Xing

  • Efficient Methods for Natural Language Processing: A Survey

    Unknown

  • Findings of the WMT 2019 Shared Tasks on Quality Estimation

    Erick R. Fonseca;Lisa Yankovskaya;André F. T. Martins;Mark Fishel

  • Findings of the WMT 2020 Shared Task on Quality Estimation

    Lucia Specia;Frédéric Blain;Marina Fomicheva;Erick Rocha Fonseca

  • Fast and Robust Compressive Summarization with Dual Decomposition and Multi-Task Learning

    Miguel Almeida;Andre Martins

  • SparseMAP: Differentiable Sparse Structured Inference

    Vlad Niculae;André F. T. Martins;Mathieu Blondel;Claire Cardie

  • Dual Decomposition with Many Overlapping Components

    Andre Martins;Noah Smith;Mario Figueiredo;Pedro Aguiar

  • Findings of the WMT 2018 Shared Task on Quality Estimation

    Lucia Specia;Frédéric Blain;Varvara Logacheva;Ramón Fernandez Astudillo

  • Structured Sparsity in Structured Prediction

    Andre Martins;Noah Smith;Mario Figueiredo;Pedro Aguiar

  • Pushing the Limits of Translation Quality Estimation

    André F. T. Martins;Marcin Junczys-Dowmunt;Fábio Kepler;Ramón Fernandez Astudillo

Frequent Co-Authors

Noah A. Smith
Noah A. Smith University of Washington
Mário A. T. Figueiredo
Mário A. T. Figueiredo Instituto Superior Técnico
Eric P. Xing
Eric P. Xing Mohamed bin Zayed University of Artificial Intelligence
Graham Neubig
Graham Neubig Carnegie Mellon University
Vittorio Murino
Vittorio Murino University of Verona
Gholamreza Haffari
Gholamreza Haffari Monash University
Lucia Specia
Lucia Specia Imperial College London
Dipanjan Das
Dipanjan Das Google (United States)
Claire Cardie
Claire Cardie Cornell University
Joaquim Jorge
Joaquim Jorge University of Lisbon

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