Enhancing Word Embeddings for Improved Semantic Alignment

被引:0
|
作者
Szymański, Julian [1 ]
Operlejn, Maksymilian [1 ]
Weichbroth, Pawel [2 ]
机构
[1] Department of Computer Systems Architecture, Faculty of Electronics, Telecommunications and Informatics, Gdansk University of Technology, Gdansk,80-233, Poland
[2] Department of Software Engineering, Faculty of Electronics, Telecommunications and Informatics, Gdansk University of Technology, Gdansk,80-233, Poland
来源
Applied Sciences (Switzerland) | 2024年 / 14卷 / 24期
关键词
1101 Artificial Intelligence - 1101.2.1 Deep Learning - 903.2 Information Dissemination;
D O I
10.3390/app142411519
中图分类号
学科分类号
摘要
46
引用
下载
收藏
相关论文
共 50 条
  • [31] Exploring Implicit Semantic Constraints for Bilingual Word Embeddings
    Jinsong Su
    Zhenqiao Song
    Yaojie Lu
    Mu Xu
    Changxing Wu
    Yidong Chen
    Neural Processing Letters, 2018, 48 : 1073 - 1088
  • [32] Short texts semantic similarity based on word embeddings
    Babic, Karlo
    Martincic-Ipsic, Sanda
    Mestrovic, Ana
    Guerra, Francesco
    CENTRAL EUROPEAN CONFERENCE ON INFORMATION AND INTELLIGENT SYSTEMS (CECIIS 2019), 2019, : 27 - 33
  • [33] Exploring Implicit Semantic Constraints for Bilingual Word Embeddings
    Su, Jinsong
    Song, Zhenqiao
    Lu, Yaojie
    Xu, Mu
    Wu, Changxing
    Chen, Yidong
    NEURAL PROCESSING LETTERS, 2018, 48 (02) : 1073 - 1088
  • [34] Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment
    Shen, Dinghan
    Zhang, Xinyuan
    Henao, Ricardo
    Carin, Lawrence
    2018 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP 2018), 2018, : 1829 - 1838
  • [36] Improved biomedical word embeddings in the transformer era
    Noh, Jiho
    Kavuluru, Ramakanth
    JOURNAL OF BIOMEDICAL INFORMATICS, 2021, 120 (120)
  • [37] Improving accuracy of an existing semantic word labelling tool using word embeddings
    Sanjurjo-Gonzalez, Hugo
    PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021), 2021,
  • [38] Enhancing First Story Detection using Word Embeddings
    Moran, Sean
    McCreadie, Richard
    Macdonald, Craig
    Ounis, Iadh
    SIGIR'16: PROCEEDINGS OF THE 39TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, 2016, : 821 - 824
  • [39] Enhancing biomedical word embeddings by retrofitting to verb clusters
    Chiu, Billy
    Baker, Simon
    Palmer, Martha
    Korhonen, Anna
    SIGBIOMED WORKSHOP ON BIOMEDICAL NATURAL LANGUAGE PROCESSING (BIONLP 2019), 2019, : 125 - 134
  • [40] Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization
    Hirota, Wataru
    Suhara, Yoshihiko
    Golshan, Behzad
    Tan, Wang-Chiew
    THIRTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THE THIRTY-SECOND INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE AND THE TENTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2020, 34 : 7935 - 7943