E-Book, Englisch, 386 Seiten, eBook
Reihe: Information Systems and Applications, incl. Internet/Web, and HCI
Métais / Meziane / Horacek Natural Language Processing and Information Systems
1. Auflage 2021
ISBN: 978-3-030-80599-9
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark
26th International Conference on Applications of Natural Language to Information Systems, NLDB 2021, Saarbrücken, Germany, June 23–25, 2021, Proceedings
E-Book, Englisch, 386 Seiten, eBook
Reihe: Information Systems and Applications, incl. Internet/Web, and HCI
ISBN: 978-3-030-80599-9
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
The Role of Learning.-
You can’t Learn what’s not there: Self Supervised Learning and the Poverty of the Stimulus.- Scaling Federated Learning for Fine-tuning of Large Language Models.- Overcoming the Knowledge Bottleneck Using Lifelong Learning by Social Agents.-
Methodological Approaches.-
Word Embedding-based Topic Similarity Measures.- Mixture Variational Autoencoder of Boltzmann Machines for Text Processing.- A Modular Approach for Romanian-English Speech Translation.- NumER: A Fine-grained Numeral Entity Recognition Dataset.- Cross-Domain Transfer of Generative Explanations using Text-to-Text Models.-
Semantic Relations.-
Virus Causes Flu: Identifying Causality in the Biomedical Domain using an Ensemble Approach with Target-specific Semantic Embeddings.- Multilevel Entity-Informed Business Relation Extraction.- The Importance of Character-Level Information in an Event Detection Model.-
Classification.-
Sequence-based Word Embeddings for Effective TextClassification.- BERT-Capsule Model for Cyberbullying Detection in Code-Mixed Indian Languages.- Multiword Expression Features for Automatic Hate Speech Detection.- Semantic Text Segment Classification of Structured Technical Content.- On the Generalization of Figurative Language Detection: the Case of Irony and Sarcasm.- Extracting Facts from Case Rulings through Paragraph Segmentation of Judicial Decisions.- Detection of Misinformation about COVID-19 in Brazilian Portuguese WhatsApp Messages.-
Sentiment Analysis.-
Multi-Step Transfer Learning for Sentiment Analysis.- Improving Sentiment Classification in Low Resource Bengali Language Utilizing Cross-lingual Self-supervised Learning.- Human Language Comprehension in Aspect Phrase Extraction with Importance Weighting.- Exploring Summarization to Enhance Headline Stance Detection.- Predicting Vaccine Hesitancy and Vaccine Sentiment using Topic Modeling and Evolutionary Optimization.- Sentiment Progression based Searching and Indexing of Literary Textual Artefacts.-
Social Media.-
Argument Mining in Tweets: Comparing Crowd and Expert Annotations for Automated Claim and Evidence Detection.- Authorship Attribution using Capsule-based Fusion Approach.- On the Explainability of Automatic Predictions of Mental Disorders from Social Media Data.-
Linking Documents.-
Using Document Embeddings for Background Linking of News Articles.- Let’s Summarize Scientific Documents! A Clustering-based Approach via Citation Context.-
Multimodality.-
Cross-Active Connection for Image-Text Multimodal Feature Fusion.- Profiling Fake News Spreaders: Personality and Visual Information Matter 315.-
Applications.-
Comparing MultiLingual and Multiple MonoLingual Models for Intent Classification and Slot Filling.- Automated Retrieval of Graphical User Interface Prototypes from Natural Language Requirements.