Concepedia

Predictive Embeddings

Predictive Embeddings is a type of word embedding method that generates distributed representations of words by training a model to predict contextual or grammatical properties of words in a corpus, thereby distinguishing itself from count-based methods through its reliance on predictive, often neural, architectures to capture semantic and syntactic relationships.

34

Publications

2.4K

Citations

143

Authors

60

Institutions

Publications per year

2017–2026

27

Variants

Predictive Word Embeddings

Parents

Publications

34

Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction

Laila Rasmy, Yang Xiang, Ziqian Xie et al. · npj Digital Medicine · 2021 · 828 citations · Full text

, , +13

Technical analysis and sentiment embeddings for market trend prediction

Andrea Picasso, Simone Merello, Yukun Ma et al. · Expert Systems with Applications · 2019 · 292 citations

, , +16

Jointly Embedding Knowledge Graphs and Logical Rules

Shu Guo, Quan Wang, Lihong Wang et al. · 2016 · 259 citations · Full text

, , +14

Improving Knowledge Tracing via Pre-training Question Embeddings

Yunfei Liu, Yang Yang, Xianyu Chen et al. · 2020 · 122 citations · Full text

, , +17

PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks

arXiv (Cornell University) · 2015 · 91 citations · Full text

, , +16

1–5 of 34

Authors

143

  1. CT
    Cui Tao

    The University of Texas Health Science Center at Houston, United States

    2 publications · 889 citations

    2

    h-index

  2. XH
    Xiangnan He

    University of Science and Technology of China, China

    2 publications · 99 citations

    2

    h-index

  3. JP
    Jiaying Peng

    Sun Yat-sen University, China

    2 publications · 99 citations

    2

    h-index

  4. ZX
    Ziqian Xie

    The University of Texas Health Science Center at Houston, United States

    2 publications · 889 citations

    2

    h-index

  5. JT
    Jie Tang

    Tsinghua University, China

    2 publications · 99 citations

    2

    h-index

1–5 of 143

Institutions

60

  1. Tsinghua University

    Beijing, China

    2 h-index

    4 publications

    149 citations

  2. Harvard University

    Cambridge, United States

    2 h-index

    4 publications

    161 citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    5 publications

    91 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    1 h-index

    2 publications

    32 citations

  5. Institute of Information Engineering

    Beijing, China

    1 h-index

    3 publications

    777 citations

  6. Technion – Israel Institute of Technology

    Haifa, Israel

    1 h-index

    1 publications

    65 citations

  7. Université Toulouse III - Paul Sabatier

    Toulouse, France

    1 h-index

    3 publications

    45 citations

  8. University of Oxford

    Oxford, United Kingdom

    1 h-index

    1 publications

    23 citations

1–8 of 60

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 173 citations

    5

    h-index

  2. Expert Systems with Applications

    2 publications · 316 citations

    2

    h-index

  3. Nature Communications

    1 publications · 65 citations

    1

    h-index

  4. BMC Bioinformatics

    1 publications · 29 citations

    1

    h-index

  5. International Conference on Computational Linguistics

    Conference · 1 publications · 21 citations

    1

    h-index

1–5