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ORCID25th TSD 2022: Brno, Czech Republic
- Petr Sojka, Ales Horák, Ivan Kopecek, Karel Pala:
Text, Speech, and Dialogue - 25th International Conference, TSD 2022, Brno, Czech Republic, September 6-9, 2022, Proceedings. Lecture Notes in Computer Science 13502, Springer 2022, ISBN 978-3-031-16269-5
Text
- Vojtech Barticka
, Ondrej Prazák, Miloslav Konopík, Jakub Sido:
Evaluating Attribution Methods for Explainable NLP with Transformers. 3-15 - Alexis Blandin, Farida Saïd, Jeanne Villaneau, Pierre-François Marteau:
DaFNeGE: Dataset of French Newsletters with Graph Representation and Embedding. 16-27 - Yanis Labrak, Richard Dufour:
ANTILLES: An Open French Linguistically Enriched Part-of-Speech Corpus. 28-38 - Gabriel Amaral, Marcis Pinnis, Inguna Skadina, Odinaldo Rodrigues, Elena Simperl:
Statistical and Neural Methods for Cross-lingual Entity Label Mapping in Knowledge Graphs. 39-51 - Julia Brendel, Mihaela Vela:
Quality Assessment of Subtitles - Challenges and Strategies. 52-63 - Julie Kallini, Christiane Fellbaum:
Computational Approaches for Understanding Semantic Constraints on Two-termed Coordination Structures. 64-76 - Olga Vinogradova, Olga Lyashevskaya:
Review of Practices of Collecting and Annotating Texts in the Learner Corpus REALEC. 77-88 - Radoslav Sabol, Ales Horák:
New Language Identification and Sentiment Analysis Modules for Social Media Communication. 89-101 - Lucia Nacinovic Prskalo, Marija Brkic Bakaric:
Identification of Metaphorical Collocations in Different Languages - Similarities and Differences. 102-112 - Jakub Machura, Adam Frémund, Jan Svec:
Automatic Grammar Correction of Commas in Czech Written Texts: Comparative Study. 113-124 - Pavel Pribán, Jakub Smíd, Adam Mistera, Pavel Král:
Linear Transformations for Cross-lingual Sentiment Analysis. 125-137 - Ali Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, Dietrich Klakow:
TOKEN Is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models. 138-150 - Botond Tarcsay, Jelena Vasic, Fernando Pérez-Téllez:
Use of Machine Learning Methods in the Assessment of Programming Assignments. 151-159 - Ahmad Aghaebrahimian, Maria Anisimova, Manuel Gil:
Ontology-Aware Biomedical Relation Extraction. 160-171 - Sourabrata Mukherjee, Zdenek Kasner, Ondrej Dusek:
Balancing the Style-Content Trade-Off in Sentiment Transfer Using Polarity-Aware Denoising. 172-186 - George A. Wright, Matthew Purver:
A Self-Evaluating Architecture for Describing Data. 187-198 - Yanan Chen, Yang Liu:
A Novel Hybrid Framework to Enhance Zero-shot Classification. 199-211 - Omama Hamad, Ali Hamdi, Khaled B. Shaban:
Attention-Based Model for Accurate Stance Detection. 212-224 - Hiroshi Echizen-ya, Kenji Araki, Eduard H. Hovy:
OPTICS: Automatic MT Evaluation Based on Optimal Transport by Integration of Contextual Representations and Static Word Embeddings. 225-237 - Ashwin Geet D'Sa, Irina Illina, Dominique Fohr, Awais Akbar:
Exploration of Multi-corpus Learning for Hate Speech Classification in Low Resource Scenarios. 238-250 - Salar Mohtaj, Sebastian Möller:
On the Importance of Word Embedding in Automated Harmful Information Detection. 251-262 - Elena Shushkevich, Mikhail Alexandrov, John Cardiff:
BERT-based Classifiers for Fake News Detection on Short and Long Texts with Noisy Data: A Comparative Analysis. 263-274 - Prabhat Kumar Bharti, Asheesh Kumar, Tirthankar Ghosal, Mayank Agrawal, Asif Ekbal:
Can a Machine Generate a Meta-Review? How Far Are We? 275-287
Speech
- Abner Hernandez, Philipp Klumpp, Badhan Das, Andreas K. Maier, Seung Hee Yang:
Autoblog 2021: The Importance of Language Models for Spontaneous Lecture Speech. 291-300 - Jan Lehecka, Josef V. Psutka, Josef Psutka:
Transformer-Based Automatic Speech Recognition of Formal and Colloquial Czech in MALACH Project. 301-312 - Sree Hari Krishnan Parthasarathi, Lu Zeng, Christin Jose, Joseph Wang:
Wakeword Detection Under Distribution Shifts. 313-325 - Cristian David Rios-Urrego, Santiago Andres Moreno-Acevedo, Elmar Nöth, Juan Rafael Orozco-Arroyave:
End-to-End Parkinson's Disease Detection Using a Deep Convolutional Recurrent Network. 326-338 - Brett Drury, Samuel Morais Drury:
Lexical Bundle Variation in Business Actors' Public Communications. 339-351 - Paula Andrea Pérez-Toro, Philipp Klumpp, Juan Camilo Vásquez-Correa, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave, Tomás Arias-Vergara:
50 Shades of Gray: Effect of the Color Scale for the Assessment of Speech Disorders. 352-363 - Lu Zeng, Sree Hari Krishnan Parthasarathi, Yuzong Liu, Alex Escott, Santosh Cheekatmalla, Nikko Strom, Shiv Vitaladevuni:
Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded Chipsets. 364-376 - Marie Kunesová, Markéta Rezácková:
Detection of Prosodic Boundaries in Speech Using Wav2Vec 2.0. 377-388 - Markéta Rezácková, Jindrich Matousek:
Text-to-Text Transfer Transformer Phrasing Model Using Enriched Text Input. 389-400 - Jan Nouza, Petr Cerva, Jindrich Zdánský:
Lexicon-based vs. Lexicon-free ASR for Norwegian Parliament Speech Transcription. 401-409 - Jindrich Matousek, Daniel Tihelka:
On Comparison of Phonetic Representations for Czech Neural Speech Synthesis. 410-422 - Sebastian P. Bayerl, Dominik Wagner, Elmar Nöth, Tobias Bocklet, Korbinian Riedhammer:
The Influence of Dataset Partitioning on Dysfluency Detection Systems. 423-436 - Franziska Braun, Andreas Erzigkeit, Hartmut Lehfeld, Thomas Hillemacher, Korbinian Riedhammer, Sebastian P. Bayerl:
Going Beyond the Cookie Theft Picture Test: Detecting Cognitive Impairments Using Acoustic Features. 437-448
Dialogue
- Pawel Pardela, Anna Fajfer, Mateusz Góra, Artur Janicki:
Federated Learning in Heterogeneous Data Settings for Virtual Assistants - A Case Study. 451-463 - Kubilay Can Demir, Matthias May, Axel Schmid, Michael Uder, Katharina Breininger, Tobias Weise, Andreas K. Maier, Seung Hee Yang:
PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant Using Interventional Radiology Workflow Analysis. 464-475 - Liane Vogel, Lucie Flek:
Investigating Paraphrasing-Based Data Augmentation for Task-Oriented Dialogue Systems. 476-488 - Jan Svec, Adam Frémund, Martin Bulín, Jan Lehecka:
Transfer Learning of Transformers for Spoken Language Understanding. 489-500 - Jan Svec, Filip Polák, Ales Bartos, Michaela Zapletalová, Martin Víta:
Evaluation of Wav2Vec Speech Recognition for Speakers with Cognitive Disorders. 501-512 - Tiziano Labruna, Bernardo Magnini:
Fine-Tuning BERT for Generative Dialogue Domain Adaptation. 513-524 - Omama Hamad, Ali Hamdi, Khaled B. Shaban:
Empathy and Persona of English vs. Arabic Chatbots: A Survey and Future Directions. 525-537
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