A Multilingual NLP Framework for Offshore Installations

被引：0
作者：
Sampson, Jennifer [1 ]
Koczka, Peter [1 ]
机构：
[1] Equinor UK Ltd, London, England
来源：
NATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS, PT II, NLDB 2024 | 2024年 / 14763卷
关键词：
AI; information extraction; multilingual; NLP;
D O I：
10.1007/978-3-031-70242-6_35
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents a novel multilingual NLP framework tailored for Brazilian offshore operations, combining data engineering, alignment techniques, and information extraction to offer safety recommendations based on a decade of Brazilian offshore experience. NLP models provide platform staff with relevant historical incident lessons, integrated into a microservice architecture for streamlined access. The paper also discusses future work using LLMs for improvement.
引用
收藏
页码：367 / 377
页数：11
相关论文
共 35 条
  • [21] A Unified Framework for Multilingual Speech Recognition in Air Traffic Control Systems
    Lin, Yi
    Guo, Dongyue
    Zhang, Jianwei
    Chen, Zhengmao
    Yang, Bo
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 32 (08) : 3608 - 3620
  • [22] Institutional collaboration recommendation: An expertise-based framework using NLP and network analysis
    Lathabai, Hiran H.
    Nandy, Abhirup
    Singh, Vivek Kumar
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2022, 209
  • [23] AI2: a novel explainable machine learning framework using an NLP interface
    Dessureault, Jean-Sebastien
    Massicotte, Daniel
    [J]. PROCEEDINGS OF 2023 8TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING TECHNOLOGIES, ICMLT 2023, 2023, : 1 - 7
  • [24] A commonsense-infused language-agnostic learning framework for enhancing prediction of political bias in multilingual news headlines
    Swati, Swati
    Grobelnik, Adrian Mladenic
    Mladenic, Dunja
    Grobelnik, Marko
    [J]. KNOWLEDGE-BASED SYSTEMS, 2023, 277
  • [25] Multilingual rule-based approach to number expansion: Framework, extensions and application
    Moberg, Marko
    Parssinen, Kimmo
    [J]. INTERNATIONAL JOURNAL OF SPEECH TECHNOLOGY, 2007, 9 (1-2) : 29 - 40
  • [26] A Unified Framework for Multilingual Text-to-Speech Synthesis with SSML Specification as Interface
    吴志勇
    曹光琦
    蒙美玲
    蔡莲红
    [J]. Tsinghua Science and Technology, 2009, 14 (05) : 623 - 630
  • [27] Examining European Press Coverage of the Covid-19 No-Vax Movement: An NLP Framework
    del Barrio, David Alonso
    Gatica-Perez, Daniel
    [J]. PROCEEDINGS OF THE 2ND ACM INTERNATIONAL WORKSHOP ON MULTIMEDIA AI AGAINST DISCRIMINATION, MAD 2023, 2023, : 52 - 59
  • [28] Using self-assessment to compare learners' reading proficiency in a multilingual assessment framework
    Ashton, Karen
    [J]. SYSTEM, 2014, 42 : 105 - 119
  • [29] Multimodal hate speech detection: a novel deep learning framework for multilingual text and images
    Saddozai, Furqan Khan
    Badri, Sahar K.
    Alghazzawi, Daniyal
    Khattak, Asad
    Asghar, Muhammad Zubair
    [J]. PeerJ Computer Science, 2025, 11
  • [30] Context parameters retrieval framework from electronic healthcare record through biomedical NLP for clinical support
    Paliwal, Gaurav
    Bunglowala, Aaquil
    Kanthed, Pravesh
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT ENGINEERING INFORMATICS, 2023, 11 (01) : 1 - 18
1234