Abstractive Text Summarization Using BERT and GPT-2 Models

被引:0
|
作者
Darapaneni, Narayana [1 ]
Prajeesh, R. [2 ]
Dutta, Payel [2 ]
Pillai, Venkat K [2 ]
Karak, Anirban [2 ]
Paduri, Anwesh Reddy [3 ]
机构
[1] AIML Great Learning, Bangalore, India
[2] DSML, PES University, Bangalore, India
[3] Great Learning, Bangalore, India
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Japanese abstractive text summarization using BERT
    Iwasaki, Yuuki
    Yamashita, Akihiro
    Konno, Yoko
    Matsubayashi, Katsushi
    2019 INTERNATIONAL CONFERENCE ON TECHNOLOGIES AND APPLICATIONS OF ARTIFICIAL INTELLIGENCE (TAAI), 2019,
  • [2] ADAPTING GPT, GPT-2 AND BERT LANGUAGE MODELS FOR SPEECH RECOGNITION
    Zheng, Xianrui
    Zhang, Chao
    Woodland, Philip C.
    2021 IEEE AUTOMATIC SPEECH RECOGNITION AND UNDERSTANDING WORKSHOP (ASRU), 2021, : 162 - 168
  • [3] A Text Generation and Prediction System: Pre-training on New Corpora Using BERT and GPT-2
    Qu, Yuanbin
    Liu, Peihan
    Song, Wei
    Liu, Lizhen
    Cheng, Miaomiao
    PROCEEDINGS OF 2020 IEEE 10TH INTERNATIONAL CONFERENCE ON ELECTRONICS INFORMATION AND EMERGENCY COMMUNICATION (ICEIEC 2020), 2020, : 323 - 326
  • [4] AUTOMATIC ROMANIAN TEXT GENERATION USING GPT-2
    Buzea, Marius Cristian
    Trausan-Matu, Stefan
    Rebedea, Traian
    UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, 2022, 84 (04): : 15 - 30
  • [5] Reinforcement Learning Models for Abstractive Text Summarization
    Buciumas, Sergiu
    PROCEEDINGS OF THE 2019 ANNUAL ACM SOUTHEAST CONFERENCE (ACMSE 2019), 2019, : 270 - 271
  • [6] An abstractive text summarization method combining BERT and convolutional gating unit
    Deng W.-B.
    Li Y.-B.
    Zhang Y.-M.
    Wang G.-Y.
    Zhu K.
    Kongzhi yu Juece/Control and Decision, 2023, 38 (01): : 152 - 160
  • [7] Abstractive Text Summarization Using Hybrid Technique of Summarization
    Liaqat, Muhammad Irfan
    Hamid, Isma
    Nawaz, Qamar
    Shafique, Nida
    2022 14TH INTERNATIONAL CONFERENCE ON COMMUNICATION SOFTWARE AND NETWORKS (ICCSN 2022), 2022, : 141 - 144
  • [8] The effectiveness of T5, GPT-2, and BERT on text-to-image generation task
    Bahani, Mourad
    El Ouaazizi, Aziza
    Maalmi, Khalil
    PATTERN RECOGNITION LETTERS, 2023, 173 : 57 - 63
  • [9] Performance Study on Extractive Text Summarization Using BERT Models
    Abdel-Salam, Shehab
    Rafea, Ahmed
    INFORMATION, 2022, 13 (02)
  • [10] Abstractive Text Summarization Using Multimodal Information
    Rafi, Shaik
    Das, Ranjita
    2023 10TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING & MACHINE INTELLIGENCE, ISCMI, 2023, : 141 - 145