Concepedia

Sequence-to-sequence Tagging

Sequence-to-Sequence Tagging is a sequence labeling framework that maps an input sequence to an output sequence of structured labels through an encoder-decoder architecture, distinguishing itself from traditional tagging models by enabling flexible, end-to-end learning of sequential dependencies between variable-length input and output sequences.

159

Publications

10.5K

Citations

556

Authors

193

Institutions

Publications per year

2017–2026

108

Parents

Publications

159

Discriminative training methods for hidden Markov models

Michael Collins · 2002 · 1.9K citations · Full text

, , +15

Text Chunking using Transformation-Based Learning

Lance Ramshaw, Mitchell P. Marcus · ArXiv.org · 1995 · 474 citations · Full text

, , +15

Is ChatGPT a General-Purpose Natural Language Processing Task Solver?

Chengwei Qin, Aston Zhang, Zhuosheng Zhang et al. · 2023 · 457 citations · Full text

, , +13

Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks

Nils Reimers, Iryna Gurevych · arXiv (Cornell University) · 2017 · 266 citations · Full text

, , +14

Position-Aware Tagging for Aspect Sentiment Triplet Extraction

Lu Xu, Hao Li, Wei Lu et al. · 2020 · 265 citations · Full text

, , +9

1–5 of 159

Authors

556

  1. JB
    Johan Bos

    University of Groningen, Netherlands

    4 publications · 216 citations

    4

    h-index

  2. HM
    Hamdy Mubarak

    Qatar Airways (Qatar), Qatar

    4 publications · 83 citations

    4

    h-index

  3. IG
    Iryna Gurevych

    Technische Universität Darmstadt, Germany

    3 publications · 319 citations

    3

    h-index

  4. RV
    Rik van Noord

    University of Groningen, Netherlands

    3 publications · 154 citations

    3

    h-index

  5. AA
    Ahmed Abdelalí

    New Mexico State University, United States

    3 publications · 61 citations

    3

    h-index

1–5 of 556

Institutions

193

  1. Google (United States)

    Mountain View, United States

    6 h-index

    36 publications

    2.1K citations

  2. Singapore University of Technology and Design

    Singapore, Singapore

    4 h-index

    7 publications

    959 citations

  3. University of Cambridge

    Cambridge, United Kingdom

    4 h-index

    7 publications

    536 citations

  4. Stanford University

    Stanford, United States

    4 h-index

    11 publications

    1.5K citations

  5. University of Groningen

    Groningen, The Netherlands

    3 h-index

    8 publications

    418 citations

  6. Amrita Vishwa Vidyapeetham

    Coimbatore, India

    3 h-index

    8 publications

    208 citations

  7. Nanyang Technological University

    Singapore, Singapore

    3 h-index

    9 publications

    2.2K citations

  8. Universidad del Noreste

    Tampico, Mexico

    3 h-index

    5 publications

    504 citations

1–8 of 193

Venues

  1. arXiv (Cornell University)

    Repository · 31 publications · 1.6K citations

    16

    h-index

  2. IEEE Access

    5 publications · 70 citations

    5

    h-index

  3. 5

    h-index

  4. Computational Linguistics

    2 publications · 97 citations

    2

    h-index

  5. DSpace repository (University of Tartu)

    Repository · 2 publications · 29 citations

    2

    h-index

1–5