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
  • [1] Performance Improvement of Semantic Search Using Sentence Embeddings by Dimensionality Reduction
    Tsumuraya, Kenshin
    Uehara, Minoru
    Adachi, Yoshihiro
    ADVANCED INFORMATION NETWORKING AND APPLICATIONS, VOL 3, AINA 2024, 2024, 201 : 123 - 132
  • [2] On the Dimensionality of Sentence Embeddings
    Wang, Hongwei
    Zhang, Hongming
    Yu, Dong
    FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (EMNLP 2023), 2023, : 10344 - 10354
  • [3] Sequential Sentence Embeddings for Semantic Similarity
    Carta, Antonio
    Bacciu, Davide
    2019 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI 2019), 2019, : 1354 - 1361
  • [4] Exploring Semantic Properties of Sentence Embeddings
    Zhu, Xunjie
    Li, Tingfeng
    de Melo, Gerard
    PROCEEDINGS OF THE 56TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 2, 2018, : 632 - 637
  • [5] Nonrigid embeddings for dimensionality reduction
    Brand, M
    MACHINE LEARNING: ECML 2005, PROCEEDINGS, 2005, 3720 : 47 - 59
  • [6] Dimensionality Reduction Using Similarity-Induced Embeddings
    Passalis, Nikolaos
    Tefas, Anastasios
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 29 (08) : 3429 - 3441
  • [7] SEMANTIC SENTENCE EMBEDDINGS FOR PARAPHRASING AND TEXT SUMMARIZATION
    Zhang, Chi
    Sah, Shagan
    Thang Nguyen
    Peri, Dheeraj
    Loui, Alexander
    Salvaggio, Carl
    Ptucha, Raymond
    2017 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP 2017), 2017, : 705 - 709
  • [8] Performance improvement in ATR from dimensionality reduction
    Schmid, NA
    O'Sullivan, JA
    2000 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, PROCEEDINGS, 2000, : 320 - 320
  • [9] Semantic Embeddings for Food Search Using Siamese Networks
    Vijjali, Rutvik
    Mishra, Anurag
    Nagamalla, Srinivas
    Sathyanarayna, Jairaj
    2020 4TH INTERNATIONAL CONFERENCE ON NATURAL LANGUAGE PROCESSING AND INFORMATION RETRIEVAL, NLPIR 2020, 2020, : 138 - 143
  • [10] Effective Dimensionality Reduction for Word Embeddings
    Raunak, Vikas
    Gupta, Vivek
    Metze, Florian
    4TH WORKSHOP ON REPRESENTATION LEARNING FOR NLP (REPL4NLP-2019), 2019, : 235 - 243
12345