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Text, Speech, and Dialogue

24th International Conference, TSD 2021, Olomouc, Czech Republic, September 6–9, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Kamil Ekštein

    1. University of West Bohemia, Pilsen, Czech Republic

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  2. František Pártl

    1. University of West Bohemia, Pilsen, Czech Republic

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  3. Miloslav Konopík

    1. University of West Bohemia, Pilsen, Czech Republic

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12848)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: TSD 2021.

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Table of contents (48 papers)

  1. Front Matter

    Pages i-xxiii
    Download chapter PDF

  2. Keynote Talks

    1. Front Matter

      Pages 1-1
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    2. Towards User-Centric Text-to-Text Generation: A Survey

      • Diyi Yang, Lucie Flek
      Pages 3-22

    3. Wasserstein Autoencoders with Mixture of Gaussian Priors for Stylized Text Generation

      • Amirpasha Ghabussi, Lili Mou, Olga Vechtomova
      Pages 23-31

  3. Text

    1. Front Matter

      Pages 33-33
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    2. Evaluating Semantic Similarity Methods to Build Semantic Predictability Norms of Reading Data

      • Sidney Leal, Edresson Casanova, Gustavo Paetzold, Sandra Aluísio
      Pages 35-47

    3. SYN2020: A New Corpus of Czech with an Innovated Annotation

      • Tomáš Jelínek, Jan Křivan, Vladimír Petkevič, Hana Skoumalová, Jana Šindlerová
      Pages 48-59

    4. Deep Bag-of-Sub-Emotions for Depression Detection in Social Media

      • Juan S. Lara, Mario Ezra Aragón, Fabio A. González, Manuel Montes-y-Gómez
      Pages 60-72

    5. Rewriting Fictional Texts Using Pivot Paraphrase Generation and Character Modification

      • Dou Liu, Tingting Zhu, Jörg Schlötterer, Christin Seifert, Shenghui Wang
      Pages 73-85

    6. Transformer-Based Automatic Punctuation Prediction and Word Casing Reconstruction of the ASR Output

      • Jan Švec, Jan Lehečka, Luboš Šmídl, Pavel Ircing
      Pages 86-94

    7. A Database and Visualization of the Similarity of Contemporary Lexicons

      • Gábor Bella, Khuyagbaatar Batsuren, Fausto Giunchiglia
      Pages 95-104

    8. The Detection of Actors for German

      • Manfred Klenner, Anne Göhring
      Pages 105-110

    9. Verbal Autopsy: First Steps Towards Questionnaire Reduction

      • Ander Cejudo, Owen Trigueros, Alicia Pérez, Arantza Casillas, Daniel Cobos
      Pages 111-123

    10. Effective FAQ Retrieval and Question Matching Tasks with Unsupervised Knowledge Injection

      • Wen-Ting Tseng, Yung-Chang Hsu, Berlin Chen
      Pages 124-134

    11. Exploring Conditional Language Model Based Data Augmentation Approaches for Hate Speech Classification

      • Ashwin Geet D’Sa, Irina Illina, Dominique Fohr, Dietrich Klakow, Dana Ruiter
      Pages 135-146

    12. Generating Empathetic Responses with a Pre-trained Conversational Model

      • Jackylyn Beredo, Carlo Migel Bautista, Macario Cordel, Ethel Ong
      Pages 147-158

    13. Adaptation of Classic Readability Metrics to Czech

      • Klára Bendová, Silvie Cinková
      Pages 159-171

    14. New Parallel Corpora of Baltic and Slavic Languages — Assumptions of Corpus Construction

      • Maksim Duszkin, Danuta Roszko, Roman Roszko
      Pages 172-183

    15. Use of Augmentation and Distant Supervision for Sentiment Analysis in Russian

      • Anton Golubev, Natalia Loukachevitch
      Pages 184-196

    16. RobeCzech: Czech RoBERTa, a Monolingual Contextualized Language Representation Model

      • Milan Straka, Jakub Náplava, Jana Straková, David Samuel
      Pages 197-209
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  1. Text, Speech, and Dialogue

Keywords

About this book

This book constitutes the proceedings of the 24th International Conference on Text, Speech, and Dialogue, TSD 2021, held in Olomouc, Czech Republic, in September 2021.*

The 2 keynote speeches and 46 papers presented in this volume were carefully reviewed and selected from 101 submissions. The topical sections "Text", "Speech", and "Dialogue" deal with the following issues: speech recognition; corpora and language resources; speech and spoken language generation; tagging, classification and parsing of text and speech; semantic processing of text and speech; integrating applications of text and speech processing; automatic dialogue systems; multimodal techniques and modelling, and others.
* Due to the COVID-19 pandemic the conference was held in a "hybrid" mode.

Editors and Affiliations

  • University of West Bohemia, Pilsen, Czech Republic

    Kamil Ekštein, František Pártl, Miloslav Konopík

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