Table of Contents

• Evaluating Attribution Methods for Explainable NLP with TransformersVojtech Barticka, Ondrej Prazák, Miloslav Konopík, Jakub Sido. 3-15 [doi]
• DaFNeGE: Dataset of French Newsletters with Graph Representation and EmbeddingAlexis Blandin, Farida Saïd, Jeanne Villaneau, Pierre-François Marteau. 16-27 [doi]
• ANTILLES: An Open French Linguistically Enriched Part-of-Speech CorpusYanis Labrak, Richard Dufour. 28-38 [doi]
• Statistical and Neural Methods for Cross-lingual Entity Label Mapping in Knowledge GraphsGabriel Amaral, Marcis Pinnis, Inguna Skadina, Odinaldo Rodrigues, Elena Simperl. 39-51 [doi]
• Quality Assessment of Subtitles - Challenges and StrategiesJulia Brendel, Mihaela Vela. 52-63 [doi]
• Computational Approaches for Understanding Semantic Constraints on Two-termed Coordination StructuresJulie Kallini, Christiane Fellbaum. 64-76 [doi]
• Review of Practices of Collecting and Annotating Texts in the Learner Corpus REALECOlga Vinogradova, Olga Lyashevskaya. 77-88 [doi]
• New Language Identification and Sentiment Analysis Modules for Social Media CommunicationRadoslav Sabol, Ales Horák. 89-101 [doi]
• Identification of Metaphorical Collocations in Different Languages - Similarities and DifferencesLucia Nacinovic Prskalo, Marija Brkic Bakaric. 102-112 [doi]
• Automatic Grammar Correction of Commas in Czech Written Texts: Comparative StudyJakub Machura, Adam Frémund, Jan Svec. 113-124 [doi]
• Linear Transformations for Cross-lingual Sentiment AnalysisPavel Pribán, Jakub Smíd, Adam Mistera, Pavel Král. 125-137 [doi]
• TOKEN Is a MASK: Few-shot Named Entity Recognition with Pre-trained Language ModelsAli Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, Dietrich Klakow. 138-150 [doi]
• Use of Machine Learning Methods in the Assessment of Programming AssignmentsBotond Tarcsay, Jelena Vasic, Fernando Pérez-Téllez. 151-159 [doi]
• Ontology-Aware Biomedical Relation ExtractionAhmad Aghaebrahimian, Maria Anisimova, Manuel Gil. 160-171 [doi]
• Balancing the Style-Content Trade-Off in Sentiment Transfer Using Polarity-Aware DenoisingSourabrata Mukherjee, Zdenek Kasner, Ondrej Dusek. 172-186 [doi]
• A Self-Evaluating Architecture for Describing DataGeorge A. Wright 0002, Matthew Purver. 187-198 [doi]
• A Novel Hybrid Framework to Enhance Zero-shot ClassificationYanan Chen, Yang Liu. 199-211 [doi]
• Attention-Based Model for Accurate Stance DetectionOmama Hamad, Ali Hamdi, Khaled Shaban. 212-224 [doi]
• OPTICS: Automatic MT Evaluation Based on Optimal Transport by Integration of Contextual Representations and Static Word EmbeddingsHiroshi Echizen-ya, Kenji Araki, Eduard H. Hovy. 225-237 [doi]
• Exploration of Multi-corpus Learning for Hate Speech Classification in Low Resource ScenariosAshwin Geet D'Sa, Irina Illina, Dominique Fohr, Awais Akbar. 238-250 [doi]
• On the Importance of Word Embedding in Automated Harmful Information DetectionSalar Mohtaj, Sebastian Möller 0001. 251-262 [doi]
• BERT-based Classifiers for Fake News Detection on Short and Long Texts with Noisy Data: A Comparative AnalysisElena Shushkevich, Mikhail Alexandrov, John Cardiff. 263-274 [doi]
• Can a Machine Generate a Meta-Review? How Far Are We?Prabhat Kumar Bharti, Asheesh Kumar, Tirthankar Ghosal, Mayank Agrawal, Asif Ekbal. 275-287 [doi]
• Autoblog 2021: The Importance of Language Models for Spontaneous Lecture SpeechAbner Hernandez, Philipp Klumpp, Badhan Das, Andreas K. Maier, Seung-Hee Yang. 291-300 [doi]
• Transformer-Based Automatic Speech Recognition of Formal and Colloquial Czech in MALACH ProjectJan Lehecka, Josef V. Psutka, Josef Psutka. 301-312 [doi]
• Wakeword Detection Under Distribution ShiftsSree Hari Krishnan Parthasarathi, Lu Zeng, Christin Jose, Joseph Wang 0001. 313-325 [doi]
• End-to-End Parkinson's Disease Detection Using a Deep Convolutional Recurrent NetworkCristian David Rios-Urrego, Santiago Andres Moreno-Acevedo, Elmar Nöth, Juan Rafael Orozco-Arroyave. 326-338 [doi]
• Lexical Bundle Variation in Business Actors' Public CommunicationsBrett Drury, Samuel Morais Drury. 339-351 [doi]
• 50 Shades of Gray: Effect of the Color Scale for the Assessment of Speech DisordersPaula Andrea Pérez-Toro, Philipp Klumpp, Juan Camilo Vásquez-Correa, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave, Tomás Arias-Vergara. 352-363 [doi]
• Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded ChipsetsLu Zeng, Sree Hari Krishnan Parthasarathi, Yuzong Liu, Alex Escott, Santosh Cheekatmalla, Nikko Strom, Shiv Vitaladevuni. 364-376 [doi]
• Detection of Prosodic Boundaries in Speech Using Wav2Vec 2.0Marie Kunesová, Markéta Rezácková. 377-388 [doi]
• Text-to-Text Transfer Transformer Phrasing Model Using Enriched Text InputMarkéta Rezácková, Jindrich Matousek. 389-400 [doi]
• Lexicon-based vs. Lexicon-free ASR for Norwegian Parliament Speech TranscriptionJan Nouza, Petr Cerva, Jindrich Zdánský. 401-409 [doi]
• On Comparison of Phonetic Representations for Czech Neural Speech SynthesisJindrich Matousek, Daniel Tihelka. 410-422 [doi]
• The Influence of Dataset Partitioning on Dysfluency Detection SystemsSebastian P. Bayerl, Dominik Wagner, Elmar Nöth, Tobias Bocklet, Korbinian Riedhammer. 423-436 [doi]
• Going Beyond the Cookie Theft Picture Test: Detecting Cognitive Impairments Using Acoustic FeaturesFranziska Braun, Andreas Erzigkeit, Hartmut Lehfeld, Thomas Hillemacher, Korbinian Riedhammer, Sebastian P. Bayerl. 437-448 [doi]
• Federated Learning in Heterogeneous Data Settings for Virtual Assistants - A Case StudyPawel Pardela, Anna Fajfer, Mateusz Góra, Artur Janicki. 451-463 [doi]
• PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant Using Interventional Radiology Workflow AnalysisKubilay Can Demir, Matthias May, Axel Schmid, Michael Uder, Katharina Breininger, Tobias Weise, Andreas K. Maier, Seung-Hee Yang. 464-475 [doi]
• Investigating Paraphrasing-Based Data Augmentation for Task-Oriented Dialogue SystemsLiane Vogel, Lucie Flek. 476-488 [doi]
• Transfer Learning of Transformers for Spoken Language UnderstandingJan Svec, Adam Frémund, Martin Bulín, Jan Lehecka. 489-500 [doi]
• Evaluation of Wav2Vec Speech Recognition for Speakers with Cognitive DisordersJan Svec, Filip Polák, Ales Bartos, Michaela Zapletalová, Martin Víta. 501-512 [doi]
• Fine-Tuning BERT for Generative Dialogue Domain AdaptationTiziano Labruna, Bernardo Magnini. 513-524 [doi]
• Empathy and Persona of English vs. Arabic Chatbots: A Survey and Future DirectionsOmama Hamad, Ali Hamdi, Khaled Shaban. 525-537 [doi]