000 06288nam a22006495i 4500
001 978-3-030-80599-9
003 DE-He213
005 20240730180604.0
007 cr nn 008mamaa
008 210619s2021 sz | s |||| 0|eng d
020 _a9783030805999
_9978-3-030-80599-9
024 7 _a10.1007/978-3-030-80599-9
_2doi
050 4 _aQA76.9.N38
072 7 _aUYQL
_2bicssc
072 7 _aCOM073000
_2bisacsh
072 7 _aUYQL
_2thema
082 0 4 _a006.35
_223
245 1 0 _aNatural Language Processing and Information Systems
_h[electronic resource] :
_b26th International Conference on Applications of Natural Language to Information Systems, NLDB 2021, Saarbrücken, Germany, June 23-25, 2021, Proceedings /
_cedited by Elisabeth Métais, Farid Meziane, Helmut Horacek, Epaminondas Kapetanios.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aXIV, 386 p. 64 illus., 49 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
_x2946-1642 ;
_v12801
505 0 _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.
520 _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.
650 0 _aNatural language processing (Computer science).
_94741
650 0 _aApplication software.
_9120910
650 0 _aMachine learning.
_91831
650 0 _aDatabase management.
_93157
650 0 _aData mining.
_93907
650 0 _aInformation storage and retrieval systems.
_922213
650 1 4 _aNatural Language Processing (NLP).
_931587
650 2 4 _aComputer and Information Systems Applications.
_9120911
650 2 4 _aMachine Learning.
_91831
650 2 4 _aDatabase Management.
_93157
650 2 4 _aData Mining and Knowledge Discovery.
_9120912
650 2 4 _aInformation Storage and Retrieval.
_923927
700 1 _aMétais, Elisabeth.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9120913
700 1 _aMeziane, Farid.
_eeditor.
_0(orcid)
_10000-0001-9811-6914
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9120914
700 1 _aHoracek, Helmut.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9120915
700 1 _aKapetanios, Epaminondas.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9120916
710 2 _aSpringerLink (Online service)
_9120917
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030805982
776 0 8 _iPrinted edition:
_z9783030806002
830 0 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
_x2946-1642 ;
_v12801
_9120918
856 4 0 _uhttps://doi.org/10.1007/978-3-030-80599-9
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c90397
_d90397