LEADER 06122nam 22007455 450 001 9910485596403321 005 20251225174929.0 010 $a3-030-80599-9 024 7 $a10.1007/978-3-030-80599-9 035 $a(CKB)5590000000487610 035 $a(MiAaPQ)EBC6648162 035 $a(Au-PeEL)EBL6648162 035 $a(PPN)257358897 035 $a(BIP)80661855 035 $a(BIP)80457493 035 $a(DE-He213)978-3-030-80599-9 035 $a(EXLCZ)995590000000487610 100 $a20210619d2021 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aNatural Language Processing and Information Systems $e26th International Conference on Applications of Natural Language to Information Systems, NLDB 2021, Saarbrücken, Germany, June 23?25, 2021, Proceedings /$fedited by Elisabeth Métais, Farid Meziane, Helmut Horacek, Epaminondas Kapetanios 205 $a1st ed. 2021. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2021. 215 $a1 online resource (385 pages) 225 1 $aInformation Systems and Applications, incl. Internet/Web, and HCI,$x2946-1642 ;$v12801 311 08$a3-030-80598-0 327 $aThe 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. 330 $aThis book constitutes the refereed proceedings of the 26th International Conference on Applications of Natural Language to Information Systems, NLDB 2021, held online in July 2021. The 19 full papers and 14 short papers were carefully reviewed and selected from 82 submissions. The papers are organized in the following topical sections: role of learning; methodological approaches; semantic relations; classification; sentiment analysis; social media; linking documents; multimodality; applications. 410 0$aInformation Systems and Applications, incl. Internet/Web, and HCI,$x2946-1642 ;$v12801 606 $aNatural language processing (Computer science) 606 $aApplication software 606 $aMachine learning 606 $aDatabase management 606 $aData mining 606 $aInformation storage and retrieval systems 606 $aNatural Language Processing (NLP) 606 $aComputer and Information Systems Applications 606 $aMachine Learning 606 $aDatabase Management 606 $aData Mining and Knowledge Discovery 606 $aInformation Storage and Retrieval 615 0$aNatural language processing (Computer science). 615 0$aApplication software. 615 0$aMachine learning. 615 0$aDatabase management. 615 0$aData mining. 615 0$aInformation storage and retrieval systems. 615 14$aNatural Language Processing (NLP). 615 24$aComputer and Information Systems Applications. 615 24$aMachine Learning. 615 24$aDatabase Management. 615 24$aData Mining and Knowledge Discovery. 615 24$aInformation Storage and Retrieval. 676 $a006.35 702 $aMe?tais$b Elisabeth 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910485596403321 996 $aNatural Language Processing and Information Systems$91918819 997 $aUNINA