Concepedia

Paragraph Embeddings

Paragraph Embeddings is a text representation technique that captures the semantic meaning of an entire paragraph as a fixed-dimensional vector, distinguishing it from word or sentence embeddings by modeling broader contextual coherence and discourse structure across multiple sentences.

36

Publications

8.2K

Citations

137

Authors

57

Institutions

Publications per year

2017–2026

28

Variants

Paragraph VectorParagraph Vectors

Parents

Publications

36

Distributed Representations of Sentences and Documents

Quoc V. Le, Tomáš Mikolov · arXiv (Cornell University) · 2014 · 5.1K citations · Full text

, , +16

A Simple but Tough-to-Beat Baseline for Sentence Embeddings

Sanjeev Arora, Yingyu Liang, Tengyu Ma · International Conference on Learning Representations · 2017 · 1.1K citations

, , +13

A Hierarchical Neural Autoencoder for Paragraphs and Documents

Jiwei Li, Thang Luong, Dan Jurafsky · 2015 · 518 citations · Full text

, , +16

Document Embedding with Paragraph Vectors

Andrew M. Dai, Christopher Olah, Quoc V. Le · arXiv (Cornell University) · 2015 · 267 citations · Full text

, , +16

A Hierarchical Neural Autoencoder for Paragraphs and Documents

Jiwei Li, Minh-Thang Luong, Dan Jurafsky · arXiv (Cornell University) · 2015 · 208 citations · Full text

, , +16

1–5 of 36

Authors

137

  1. JL
    Jiwei Li

    Stanford University, United States

    2 publications · 726 citations

    2

    h-index

  2. QV
    Quoc V. Le

    Google (United States), United States

    2 publications · 5.4K citations

    2

    h-index

  3. JG
    Jiafeng Guo

    Chinese Academy of Sciences, China

    2 publications · 103 citations

    2

    h-index

  4. QA
    Qingyao Ai

    Tsinghua University, China

    2 publications · 103 citations

    2

    h-index

  5. DJ
    Dan Jurafsky

    Stanford University, United States

    2 publications · 726 citations

    2

    h-index

1–5 of 137

Institutions

57

  1. Peking University

    Beijing, China

    2 h-index

    3 publications

    50 citations

  2. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    2 publications

    103 citations

  3. University of Massachusetts Amherst

    Amherst Center, United States

    2 h-index

    6 publications

    309 citations

  4. Open University of Israel

    Raanana, Israel

    1 h-index

    1 publications

    23 citations

  5. Harbin Institute of Technology

    Harbin, China

    1 h-index

    3 publications

    84 citations

  6. Beijing University of Posts and Telecommunications

    Beijing, China

    1 h-index

    5 publications

    220 citations

  7. DEVCOM Army Research Laboratory

    Adelphi, United States

    1 h-index

    1 publications

    52 citations

  8. Wuhan College

    Wuhan, China

    1 h-index

    1 publications

    15 citations

1–8 of 57

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 5.8K citations

    7

    h-index

  2. IEEE Access

    2 publications · 61 citations

    2

    h-index

  3. Applied Soft Computing

    1 publications · 34 citations

    1

    h-index

  4. Mathematics

    1 publications · 17 citations

    1

    h-index

  5. Information Processing & Management

    1 publications · 43 citations

    1

    h-index

1–5