Concepedia

Dependency Features

Dependency Features is a syntactic representation in natural language processing that captures grammatical relationships between words in a sentence through directed links indicating hierarchical dependencies, distinguishing it from other text features by encoding structural connections based on dependency grammar.

206

Publications

15.8K

Citations

580

Authors

242

Institutions

Publications per year

2017–2026

70

Variants

Dependency-based Features

Parents

Publications

206

A Fast and Accurate Dependency Parser using Neural Networks

Danqi Chen, Christopher D. Manning · 2014 · 1.9K citations · Full text

, , +14

Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks

Chen Zhang, Qiuchi Li, Dawei Song · 2019 · 716 citations · Full text

, , +16

Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations

Eliyahu Kiperwasser, Yoav Goldberg · Transactions of the Association for Computational Linguistics · 2016 · 593 citations · Full text

, , +13

Open Information Extraction Using Wikipedia

Fei Wu, Daniel S. Weld · Meeting of the Association for Computational Linguistics · 2010 · 550 citations

, , +12

Online Learning of Approximate Dependency Parsing Algorithms.

Ryan McDonald, Fernando C. N. Pereira · 2006 · 480 citations

, , +13

1–5 of 206

Authors

580

  1. YM
    Yūji Matsumoto

    Nara Institute of Science and Technology, Japan

    5 publications · 218 citations

    5

    h-index

  2. YZ
    Yue Zhang

    Westlake University, China

    4 publications · 440 citations

    4

    h-index

  3. YG
    Yoav Goldberg

    Bar-Ilan University, Israel

    4 publications · 881 citations

    4

    h-index

  4. MZ
    Min Zhang

    Soochow University, China

    4 publications · 118 citations

    4

    h-index

  5. MZ
    Meishan Zhang

    Tianjin University, China

    4 publications · 93 citations

    4

    h-index

1–5 of 580

Institutions

242

  1. Peking University

    Beijing, China

    8 h-index

    28 publications

    2.5K citations

  2. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    11 publications

    229 citations

  3. Nara Institute of Science and Technology

    Ikoma, Japan

    5 h-index

    13 publications

    493 citations

  4. Stanford University

    Stanford, United States

    4 h-index

    7 publications

    5.2K citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    9 publications

    776 citations

  6. Soochow University

    Suzhou, China

    4 h-index

    10 publications

    248 citations

  7. Harbin Institute of Technology

    Harbin, China

    4 h-index

    12 publications

    741 citations

  8. Wuhan University

    Wuhan, China

    3 h-index

    7 publications

    1.1K citations

1–8 of 242

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 390 citations

    11

    h-index

  2. IEEE Access

    5 publications · 142 citations

    5

    h-index

  3. 4

    h-index

  4. Knowledge-Based Systems

    3 publications · 112 citations

    3

    h-index

  5. Neurocomputing

    3 publications · 122 citations

    3

    h-index

1–5