Table of Contents

• An Ensemble Approach for Dutch Cross-Domain Hate Speech DetectionIlia Markov, Ine Gevers, Walter Daelemans. 3-15 [doi]
• Convolutional Graph Neural Networks for Hate Speech Detection in Data-Poor SettingsGretel Liz De la Peña Sarracén, Paolo Rosso. 16-24 [doi]
• Network Analysis of German COVID-19 Related Discussions on TelegramValentin Peter, Ramona Kühn, Jelena Mitrovic, Michael Granitzer, Hannah Schmid-Petri. 25-32 [doi]
• Using Pseudo-Labelled Data for Zero-Shot Text ClassificationCongcong Wang, Paul Nulty, David Lillis. 35-46 [doi]
• On-Device Language Detection and Classification of Extreme Short Text from Calendar Titles Across LanguagesRajasekhara Reddy Duvvuru Muni, Devanand Jayakumar, Tadi Venkata Sivakumar, ChangKu Lee, YoungHa Hwang, Karthikeyan Kumaraguru. 47-59 [doi]
• Transformer-Based Models for the Automatic Indexing of Scientific Documents in FrenchJosé-Ángel González, Davide Buscaldi, Emilio Sanchis, Lluís F. Hurtado. 60-72 [doi]
• Uncertainty Detection in Historical DatabasesWissam Mammar Kouadri, Jacky Akoka, Isabelle Comyn-Wattiau, Cédric du Mouza. 73-85 [doi]
• Revisiting the Past to Reinvent the Future: Topic Modeling with Single Mode FactorizationNormand Peladeau. 86-97 [doi]
• Active Few-Shot Learning with FASLThomas Müller 0009, Guillermo Pérez-Torró, Angelo Basile, Marc Franco-Salvador. 98-110 [doi]
• Identifying Fake News in Brazilian PortugueseMarcelo Fischer, Rejwanul Haque, Paul Stynes, Pramod Pathak. 111-118 [doi]
• Unsupervised Ranking and Aggregation of Label Descriptions for Zero-Shot ClassifiersAngelo Basile, Marc Franco-Salvador, Paolo Rosso. 119-126 [doi]
• Metric Learning and Adaptive Boundary for Out-of-Domain DetectionPetr Lorenc, Tommaso Gargiani, Jan Pichl, Jakub Konrád, Petr Marek, Ondrej Kobza, Jan Sedivý. 127-134 [doi]
• Classifying Documents by Viewpoint Using Word2Vec and Support Vector MachinesJeffrey Harwell, Yan Li 0018. 135-143 [doi]
• Extracting and Understanding Call-to-actions of Push-NotificationsBeatriz Esteves, Kieran Fraser, Shridhar Kulkarni, Owen Conlan, Víctor Rodríguez-Doncel. 147-159 [doi]
• Automated Bug Triaging in a Global Software Development Environment: An Industry ExperienceArthur F. Batista, Fabrício D'Morison, Thiago M. Rocha, Wilson Oliveira Neto, Giovanni Antonaccio, Tainah Chaves, Diego Falcão, Flavia de S. Santos, Felipe T. Giuntini, Juliano Efson Sales. 160-171 [doi]
• Linguistically Enhanced Text to Sign Gloss Machine TranslationSantiago Egea Gómez, Luis Chiruzzo, Euan McGill, Horacio Saggion. 172-183 [doi]
• Preprocessing Requirements Documents for Automatic UML ModellingMartijn B. J. Schouten, Guus J. Ramackers, Suzan Verberne. 184-196 [doi]
• A Methodology for Enabling NLP Capabilities on Edge and Low-Resource DevicesAndreas Goulas, Nikolaos Malamas, Andreas L. Symeonidis. 197-208 [doi]
• RUTA: MED - Dual Workflow Medical Speech Transcription Pipeline and EditorArturs Znotins, Roberts Dargis, Normunds Gruzitis, Guntis Barzdins, Didzis Gosko. 209-214 [doi]
• A BERT-Based Model for Question Answering on Construction Incident ReportsHebatallah A. Mohamed Hassan, Elisa Marengo, Werner Nutt. 215-223 [doi]
• Predicting Argument Density from Multiple AnnotationsGil Rocha, Bernardo Leite, Luís Trigo, Henrique Lopes Cardoso, Rui Sousa-Silva, Paula Carvalho 0001, Bruno Martins 0001, Miguel Won. 227-239 [doi]
• A Decade of Legal Argumentation Mining: Datasets and ApproachesGechuan Zhang, Paul Nulty, David Lillis. 240-252 [doi]
• A Text Structural Analysis Model for Address ExtractionRishabh Kumar, Kamal Jakhar, Hemant Tiwari, Naresh Purre, Priyanshu Kumar, Jiban Prakash, Vanraj Vala. 255-266 [doi]
• Extracting Domain Terms from Data Model Elements - Task Overview in One ImplementationEsmé Manandise. 267-278 [doi]
• Slot Filling for Extracting Reskilling and Upskilling Options from the WebAlbert Weichselbraun, Roger Waldvogel, Andreas Fraefel, Alexander van Schie, Philipp Kuntschik. 279-290 [doi]
• Better Exploiting BERT for Few-Shot Event DetectionAboubacar Tuo, Romaric Besançon, Olivier Ferret, Julien Tourille. 291-298 [doi]
• Named Entity Recognition for Partially Annotated DatasetsMichael Strobl, Amine Trabelsi, Osmar Zaïane. 299-306 [doi]
• Automatic Mapping of Quranic Ontologies Using RML and Cellfie PluginIbtisam Khalaf Alshammari, Eric Atwell, Mohammad Ammar Alsalka. 307-314 [doi]
• Improving Relation Classification Using Relation HierarchyAkshay Parekh, Ashish Anand, Amit Awekar. 315-322 [doi]
• A Framework for False Negative Detection in NER/NELMaria Quijada, Maria Vivó, Álvaro Abella-Bascarán, Paula Chocrón, Gabriel de Maeztu. 323-330 [doi]
• Zero and Few-Shot Learning for Author ProfilingMara Chinea-Rios, Thomas Müller 0009, Gretel Liz De la Peña Sarracén, Francisco Rangel, Marc Franco-Salvador. 333-344 [doi]
• Profiling Fake News Spreaders on Twitter: A Clickbait and Linguistic Feature Based SchemeRaksha Agarwal, Sharut Gupta, Niladri Chatterjee. 345-357 [doi]
• Detecting Early Signs of Depression in the Conversational Domain: The Role of Transfer Learning in Low-Resource ScenariosPetr Lorenc, Ana Sabina Uban, Paolo Rosso, Jan Sedivý. 358-369 [doi]
• Detecting Vaccine Skepticism on Twitter Using Heterogeneous Information NetworksTim Kreutz, Walter Daelemans. 370-381 [doi]
• Using Language Models for Classifying the Party Affiliation of Political TextsTu My Doan, Benjamin Kille, Jon Atle Gulla. 382-393 [doi]
• Investigating Topic-Agnostic Features for Authorship Tasks in Spanish Political SpeechesSilvia Corbara, Berta Chulvi Ferriols, Paolo Rosso, Alejandro Moreo. 394-402 [doi]
• Evaluating Gender Bias in Film DialogueLesley Istead, Andreea Pocol, Sherman Siu. 403-410 [doi]
• The Case of Imperfect Negation Cues: A Two-Step Approach for Automatic Negation Scope ResolutionDaan de Jong, Ayoub Bagheri. 413-424 [doi]
• Automatically Computing Connotative Shifts of Lexical ItemsValerio Basile, Tommaso Caselli, Anna Koufakou, Viviana Patti. 425-436 [doi]
• Studying the Role of Named Entities for Content Preservation in Text Style TransferNikolay Babakov, David Dale, Varvara Logacheva, Irina Krotova, Alexander Panchenko. 437-448 [doi]
• A BERT-Based Approach for Multilingual Discourse Connective DetectionThomas Chapados Muermans, Leila Kosseim. 449-460 [doi]
• Using Meaning Instead of Words to Track TopicsJudicael Poumay, Ashwin Ittoo. 461-468 [doi]
• Sentence Alignment of Bilingual Survey Texts Applying a Metadata-Aware StrategyDanielly Sorato, Diana Zavala-Rojas. 469-476 [doi]
• Turning Machine Translation Metrics into Confidence MeasuresÁngel Navarro Martínez, Francisco Casacuberta Nolla. 479-489 [doi]
• A Comparison of Transformer-Based Language Models on NLP BenchmarksCandida Maria Greco, Andrea Tagarelli, Ester Zumpano. 490-501 [doi]
• Kern: A Labeling Environment for Large-Scale, High-Quality Training DataJohannes Hötter, Henrik Wenck, Moritz Feuerpfeil, Simon Witzke. 502-507 [doi]
• Selective Word Substitution for Contextualized Data AugmentationKyriaki Pantelidou, Despoina Chatzakou, Theodora Tsikrika, Stefanos Vrochidis, Ioannis Kompatsiaris. 508-516 [doi]
• Data to Value: An 'Evaluation-First' Methodology for Natural Language ProjectsJochen L. Leidner. 517-523 [doi]