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27th NLDB 2022: Valencia, Spain
- Paolo Rosso
, Valerio Basile
Natural Language Processing and Information Systems - 27th International Conference on Applications of Natural Language to Information Systems, NLDB 2022, Valencia, Spain, June 15-17, 2022, Proceedings. Lecture Notes in Computer Science 13286, Springer 2022, ISBN 978-3-031-08472-0
Sentiment Analysis and Social Media
- Ilia Markov
An Ensemble Approach for Dutch Cross-Domain Hate Speech Detection. 3-15 - Gretel Liz De la Peña Sarracén, Paolo Rosso:
Convolutional Graph Neural Networks for Hate Speech Detection in Data-Poor Settings. 16-24 - Valentin Peter
Network Analysis of German COVID-19 Related Discussions on Telegram. 25-32
Text Classification
- Congcong Wang
Using Pseudo-Labelled Data for Zero-Shot Text Classification. 35-46 - Rajasekhara Reddy Duvvuru Muni, Devanand Jayakumar, Tadi Venkata Sivakumar, ChangKu Lee, YoungHa Hwang, Karthikeyan Kumaraguru:
On-Device Language Detection and Classification of Extreme Short Text from Calendar Titles Across Languages. 47-59 - José-Ángel González
Transformer-Based Models for the Automatic Indexing of Scientific Documents in French. 60-72 - Wissam Mammar Kouadri
Uncertainty Detection in Historical Databases. 73-85 - Normand Peladeau
Revisiting the Past to Reinvent the Future: Topic Modeling with Single Mode Factorization. 86-97 - Thomas Müller
Active Few-Shot Learning with FASL. 98-110 - Marcelo Fischer, Rejwanul Haque
Identifying Fake News in Brazilian Portuguese. 111-118 - Angelo Basile, Marc Franco-Salvador, Paolo Rosso:
Unsupervised Ranking and Aggregation of Label Descriptions for Zero-Shot Classifiers. 119-126 - Petr Lorenc, Tommaso Gargiani, Jan Pichl, Jakub Konrád, Petr Marek, Ondrej Kobza, Jan Sedivý:
Metric Learning and Adaptive Boundary for Out-of-Domain Detection. 127-134 - Jeffrey Harwell
Classifying Documents by Viewpoint Using Word2Vec and Support Vector Machines. 135-143
Applications
- Beatriz Esteves
Extracting and Understanding Call-to-actions of Push-Notifications. 147-159 - Arthur F. Batista, Fabrício D'Morison, Thiago M. Rocha, Wilson Oliveira Neto, Giovanni Antonaccio, Tainah Chaves, Diego Falcão, Flávia de S. Santos, Felipe T. Giuntini
Automated Bug Triaging in a Global Software Development Environment: An Industry Experience. 160-171 - Santiago Egea Gómez
Linguistically Enhanced Text to Sign Gloss Machine Translation. 172-183 - Martijn B. J. Schouten
Preprocessing Requirements Documents for Automatic UML Modelling. 184-196 - Andreas Goulas, Nikolaos Malamas, Andreas L. Symeonidis:
A Methodology for Enabling NLP Capabilities on Edge and Low-Resource Devices. 197-208 - Arturs Znotins, Roberts Dargis, Normunds Gruzitis
RUTA: MED - Dual Workflow Medical Speech Transcription Pipeline and Editor. 209-214 - Hebatallah A. Mohamed Hassan
A BERT-Based Model for Question Answering on Construction Incident Reports. 215-223
Argumentation
- Gil Rocha
Predicting Argument Density from Multiple Annotations. 227-239 - Gechuan Zhang
A Decade of Legal Argumentation Mining: Datasets and Approaches. 240-252
Information Extraction and Linking
- Rishabh Kumar
A Text Structural Analysis Model for Address Extraction. 255-266 - Esmé Manandise
Extracting Domain Terms from Data Model Elements - Task Overview in One Implementation. 267-278 - Albert Weichselbraun
Slot Filling for Extracting Reskilling and Upskilling Options from the Web. 279-290 - Aboubacar Tuo
Better Exploiting BERT for Few-Shot Event Detection. 291-298 - Michael Strobl, Amine Trabelsi, Osmar Zaïane:
Named Entity Recognition for Partially Annotated Datasets. 299-306 - Ibtisam Khalaf Alshammari
Automatic Mapping of Quranic Ontologies Using RML and Cellfie Plugin. 307-314 - Akshay Parekh
Improving Relation Classification Using Relation Hierarchy. 315-322 - Maria Quijada
A Framework for False Negative Detection in NER/NEL. 323-330
User Profiling
- Mara Chinea-Rios
Zero and Few-Shot Learning for Author Profiling. 333-344 - Raksha Agarwal
Profiling Fake News Spreaders on Twitter: A Clickbait and Linguistic Feature Based Scheme. 345-357 - Petr Lorenc, Ana Sabina Uban
Detecting Early Signs of Depression in the Conversational Domain: The Role of Transfer Learning in Low-Resource Scenarios. 358-369 - Tim Kreutz
Detecting Vaccine Skepticism on Twitter Using Heterogeneous Information Networks. 370-381 - Tu My Doan
Using Language Models for Classifying the Party Affiliation of Political Texts. 382-393 - Silvia Corbara
Investigating Topic-Agnostic Features for Authorship Tasks in Spanish Political Speeches. 394-402 - Lesley Istead
Evaluating Gender Bias in Film Dialogue. 403-410
Semantics
- Daan de Jong, Ayoub Bagheri
The Case of Imperfect Negation Cues: A Two-Step Approach for Automatic Negation Scope Resolution. 413-424 - Valerio Basile
Automatically Computing Connotative Shifts of Lexical Items. 425-436 - Nikolay Babakov
Studying the Role of Named Entities for Content Preservation in Text Style Transfer. 437-448 - Thomas Chapados Muermans, Leila Kosseim:
A BERT-Based Approach for Multilingual Discourse Connective Detection. 449-460 - Judicael Poumay, Ashwin Ittoo:
Using Meaning Instead of Words to Track Topics. 461-468 - Danielly Sorato
Sentence Alignment of Bilingual Survey Texts Applying a Metadata-Aware Strategy. 469-476
Language Resources and Evaluation
- Ángel Navarro Martínez, Francisco Casacuberta Nolla:
Turning Machine Translation Metrics into Confidence Measures. 479-489 - Candida Maria Greco, Andrea Tagarelli, Ester Zumpano:
A Comparison of Transformer-Based Language Models on NLP Benchmarks. 490-501 - Johannes Hötter, Henrik Wenck, Moritz Feuerpfeil, Simon Witzke:
Kern: A Labeling Environment for Large-Scale, High-Quality Training Data. 502-507 - Kyriaki Pantelidou, Despoina Chatzakou
Selective Word Substitution for Contextualized Data Augmentation. 508-516 - Jochen L. Leidner
Data to Value: An 'Evaluation-First' Methodology for Natural Language Projects. 517-523
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