Performance Improvement of Semantic Search Using Sentence Embeddings by Dimensionality Reduction

被引：0
|
作者：
Tsumuraya, Kenshin [1 ]
Uehara, Minoru [1 ]
Adachi, Yoshihiro [2 ]
机构：
[1] Graduate School of Information Sciences and Arts, Toyo University, Kawagoe, Japan
[2] RIIT, Toyo University, Kawagoe, Japan
来源：
Lecture Notes on Data Engineering and Communications Technologies | 2024年 / 201卷
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Embeddings
引用
收藏
页码：123 / 132
相关论文
共 50 条
  • [21] Dimensionality Reduction with Evolutionary Shephard-Kruskal Embeddings
    Kramer, Oliver
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION APPLICATIONS AND METHODS (ICPRAM 2018), 2018, : 478 - 481
  • [22] Dimensionality Reduction by Supervised Neighbor Embedding Using Laplacian Search
    Zheng, Jianwei
    Zhang, Hangke
    Cattani, Carlo
    Wang, Wanliang
    COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2014, 2014
  • [23] Scaling Up Multi-domain Semantic Segmentation with Sentence Embeddings
    Yin, Wei
    Liu, Yifan
    Shen, Chunhua
    Sun, Baichuan
    van den Hengel, Anton
    INTERNATIONAL JOURNAL OF COMPUTER VISION, 2024, 132 (09) : 4036 - 4051
  • [24] A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings
    Tan, Haochen
    Shao, Wei
    Wu, Han
    Yang, Ke
    Song, Linqi
    FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2022), 2022, : 246 - 256
  • [25] Dimensionality Reduction on the Cartesian Product of Embeddings of Multiple Dissimilarity Matrices
    Zhiliang Ma
    Adam Cardinal-Stakenas
    Youngser Park
    Michael W. Trosset
    Carey E. Priebe
    Journal of Classification, 2010, 27 : 307 - 321
  • [26] DefSent: Sentence Embeddings using Definition Sentences
    Tsukagoshi, Hayato
    Sasano, Ryohei
    Takeda, Koichi
    ACL-IJCNLP 2021: THE 59TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 11TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, VOL 2, 2021, : 411 - 418
  • [27] Dimensionality reduction by semantic mapping in text categorization
    Corrêa, RF
    Ludermir, TB
    NEURAL INFORMATION PROCESSING, 2004, 3316 : 1032 - 1037
  • [28] Nonlinear supervised dimensionality reduction via smooth regular embeddings
    Ornek, Cem
    Vural, Elif
    PATTERN RECOGNITION, 2019, 87 : 55 - 66
  • [29] Dimensionality Reduction on the Cartesian Product of Embeddings of Multiple Dissimilarity Matrices
    Ma, Zhiliang
    Cardinal-Stakenas, Adam
    Park, Youngser
    Trosset, Michael W.
    Priebe, Carey E.
    JOURNAL OF CLASSIFICATION, 2010, 27 (03) : 307 - 321
  • [30] Ultrafast Localization of the Optic Disc Using Dimensionality Reduction of the Search Space
    Mahfouz, Ahmed Essam
    Fahmy, Ahmed S.
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2009, PT II, PROCEEDINGS, 2009, 5762 : 985 - 992
12345