Natural Language Processing and Information Systems: 25th International Conference on Applications of Natural Language to Information Systems, NLDB 2020, Saarbrücken, Germany, June 24–26, 2020, Proceedings | SpringerLink
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Natural Language Processing and Information Systems

25th International Conference on Applications of Natural Language to Information Systems, NLDB 2020, Saarbrücken, Germany, June 24–26, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Elisabeth Métais

    1. Laboratoire Cédric, Conservatoire National des Arts et Métiers, Paris, France

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  2. Farid Meziane

    1. School of Science, Engineering and Environment, University of Salford, Salford, UK

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  3. Helmut Horacek

    1. Language Technology, German Research Center for Artificial Intelligence, Saarbrücken, Germany

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  4. Philipp Cimiano

    1. Semantic Computing Group, Bielefeld University, Bielefeld, Germany

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12089)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: NLDB 2020.

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About this book

This book constitutes the refereed proceedings of the 25th International Conference on Applications of Natural Language to Information Systems, NLDB 2020, held in Saarbrücken, Germany, in June 2020.*

The 15 full papers and 10 short papers were carefully reviewed and selected from 68 submissions. The papers are organized in the following topical sections: semantic analysis; question answering and answer generation; classification; sentiment analysis; personality, affect and emotion; retrieval, conversational agents and multimodal analysis.

*The conference was held virtually due to the COVID-19 pandemic.

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Table of contents (25 papers)

  1. Front Matter

    Pages i-xiii
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  2. Semantic Analysis

    1. Front Matter

      Pages 1-1
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    2. Enhancing Subword Embeddings with Open N-grams

      • Csaba Veres, Paul Kapustin
      Pages 3-15

    3. Using BERT and Augmentation in Named Entity Recognition for Cybersecurity Domain

      • Mikhail Tikhomirov, N. Loukachevitch, Anastasiia Sirotina, Boris Dobrov
      Pages 16-24

    4. Improving Named Entity Recognition for Biomedical and Patent Data Using Bi-LSTM Deep Neural Network Models

      • Farag Saad, Hidir Aras, René Hackl-Sommer
      Pages 25-36

    5. A User-centred Analysis of Explanations for a Multi-component Semantic Parser

      • Juliano Efson Sales, André Freitas, Siegfried Handschuh
      Pages 37-44

  3. Question Answering and Answer Generation

    1. Front Matter

      Pages 45-45
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    2. Investigating Query Expansion and Coreference Resolution in Question Answering on BERT

      • Santanu Bhattacharjee, Rejwanul Haque, Gideon Maillette de Buy Wenniger, Andy Way
      Pages 47-59

    3. CONQUEST: A Framework for Building Template-Based IQA Chatbots for Enterprise Knowledge Graphs

      • Caio Viktor S. Avila, Wellington Franco, José Gilvan R. Maia, Vania M. P. Vidal
      Pages 60-72

    4. Enabling Interactive Answering of Procedural Questions

      • Anutosh Maitra, Shivam Garg, Shubhashis Sengupta
      Pages 73-81

    5. Natural Language Generation Using Transformer Network in an Open-Domain Setting

      • Deeksha Varshney, Asif Ekbal, Ganesh Prasad Nagaraja, Mrigank Tiwari, Abhijith Athreya Mysore Gopinath, Pushpak Bhattacharyya
      Pages 82-93

    6. A Cooking Knowledge Graph and Benchmark for Question Answering Evaluation in Lifelong Learning Scenarios

      • Mathilde Veron, Anselmo Peñas, Guillermo Echegoyen, Somnath Banerjee, Sahar Ghannay, Sophie Rosset
      Pages 94-101

  4. Classification

    1. Front Matter

      Pages 103-103
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    2. Enhancement of Short Text Clustering by Iterative Classification

      • Md Rashadul Hasan Rakib, Norbert Zeh, Magdalena Jankowska, Evangelos Milios
      Pages 105-117

    3. Improving Latent Dirichlet Allocation: On Reliability of the Novel Method LDAPrototype

      • Jonas Rieger, Jörg Rahnenführer, Carsten Jentsch
      Pages 118-125

    4. Pattern Learning for Detecting Defect Reports and Improvement Requests in App Reviews

      • Gino V. H. Mangnoesing, Maria Mihaela Truşcǎ, Flavius Frasincar
      Pages 126-134

    5. Analysis and Multilabel Classification of Quebec Court Decisions in the Domain of Housing Law

      • Olivier Salaün, Philippe Langlais, Andrés Lou, Hannes Westermann, Karim Benyekhlef
      Pages 135-143

  5. Sentiment Analysis

    1. Front Matter

      Pages 145-145
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    2. A Position Aware Decay Weighted Network for Aspect Based Sentiment Analysis

      • Avinash Madasu, Vijjini Anvesh Rao
      Pages 147-156

    3. Studying Attention Models in Sentiment Attitude Extraction Task

      • Nicolay Rusnachenko, Natalia Loukachevitch
      Pages 157-169
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Other volumes

  1. Natural Language Processing and Information Systems

Editors and Affiliations

  • Laboratoire Cédric, Conservatoire National des Arts et Métiers, Paris, France

    Elisabeth Métais

  • School of Science, Engineering and Environment, University of Salford, Salford, UK

    Farid Meziane

  • Language Technology, German Research Center for Artificial Intelligence, Saarbrücken, Germany

    Helmut Horacek

  • Semantic Computing Group, Bielefeld University, Bielefeld, Germany

    Philipp Cimiano

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