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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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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.

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Table of contents (48 papers)

  1. Front Matter

    Pages i-xxiii
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  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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Other volumes

  1. Text, Speech, and Dialogue

Editors and Affiliations

  • University of West Bohemia, Pilsen, Czech Republic

    Kamil Ekštein, František Pártl, Miloslav Konopík

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