Computational Processing of the Portuguese Language: Lecture Notes in Computer Science, cartea 13208
Editat de Vládia Pinheiro, Pablo Gamallo, Raquel Amaro, Carolina Scarton, Fernando Batista, Diego Silva, Catarina Magro, Hugo Pintoen Limba Engleză Paperback – 18 mar 2022
The 36 full papers presented together with 4 short papers were carefully reviewed and selected from 88 submissions. They are grouped in topical sections on speech processing; resources and evaluation; natural language processing applications; semantics; natural language processing tasks; and multilinguality.
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Specificații
ISBN-13: 9783030983048
ISBN-10: 3030983048
Pagini: 460
Ilustrații: XVII, 442 p. 88 illus., 64 illus. in color.
Dimensiuni: 155 x 235 x 25 mm
Greutate: 0.69 kg
Ediția:1st edition 2022
Editura: Springer
Colecția Lecture Notes in Computer Science
Seria Lecture Notes in Computer Science
Locul publicării:Cham, Switzerland
ISBN-10: 3030983048
Pagini: 460
Ilustrații: XVII, 442 p. 88 illus., 64 illus. in color.
Dimensiuni: 155 x 235 x 25 mm
Greutate: 0.69 kg
Ediția:1st edition 2022
Editura: Springer
Colecția Lecture Notes in Computer Science
Seria Lecture Notes in Computer Science
Locul publicării:Cham, Switzerland
Cuprins
Resources and Evaluation.- UlyssesNER-Br: a corpus of Brazilian legislative documents for named entity recognition.- A test-suite for the evaluation of Portuguese-English machine translations.- MINT - Mainstream and Independent News Text corpus.- Fakepedia Corpus: a flexible fake news corpus in Portuguese.- A targeted assessment of the syntactic abilities of Transformer models for Galician-Portuguese.- FakeRecogna: A new Brazilian corpus for fake news detection.- Implicit opinion aspect clues in Portuguese texts: analysis and categorization .- CRPC-DB A discourse bank for Portuguese.- Challenges in annotating a treebank of clinical narratives in Brazilian Portuguese.- PetroBERT: a domain adaptation language model for oil and gas applications in Portuguese.- SS-PT: A stance and sentiment data set from Portuguese quoted tweets.- Natural Language Processing Tasks.- ZeroBERTo - leveraging zero-shot text classification by topic modeling.- Banking regulation classification in Portuguese.- Automatic information extraction: a distant reading of the Brazilian Historical-Biographical Dictionary.- Automatic recognition of units of measurement in product descriptions from tax invoices using neural networks.- Entity extraction from Portuguese legal documents using distant supervision.- Sexist hate speech: identifying potential online verbal violence instances.- Book genre classification based on reviews of Portuguese-language Literature.- Combining word embeddings for Portuguese named entity recognition.- BERT for sentiment analysis: pre-trained and fine-tuned alternatives.- Fostering judiciary applications with new fine-tuned models for Legal Named Entity recognition in Portuguese.- Natural Language Processing Applications.- Using topic modeling in classification of Brazilian lawsuits.- PortNOIE: A neural framework for Open Information Extraction for the Portuguese language.- Tracking environmental policy changes in the Brazilian Federal Official Gazette.- A transfer learning analysis of political leaning classification in cross-domain content.- Integrating question answering and text-to-SQL in Portuguese.- Named Entity Extractors for new domains by Transfer Learning with automatically annotated data.- PTT5-Paraphraser: Diversity and meaning fidelity in automatic Portuguese paraphrasing.- Speech Processing and Applications.- A protocol for comparing gesture and prosodic boundaries in multimodal corpora.- Forced phonetic alignment in Brazilian Portuguese using time-delay neural networks.- Brazilian Portuguese speech recognition using Wav2Vec 2.0.- A corpus of neutral voice speech in Brazilian Portuguese.- Comparing lexical and usage frequencies of palatal segments in Portuguese.- Lexical Semantics.- Extracting valences from a dependency treebank for populating the verb lexicon of a Portuguese HPSG grammar.- CQL grammars for lexical and semantic information extraction for Portuguese and Italian.- Drilling Lexico-Semantic Knowledge in Portuguese from BERT.- Short Papers.- The systematic construction of multiple types of corpora through the Lapelinc Framework.- Revisiting CCNET for quality measurements in Galician.- Identifying literary characters in Portuguese: Challenges of an international shared task.- Should I buy or should I pass: e-commerce datasets in Portuguese.- Best MsC/MA & PhD Dissertation.- Abstract meaning representation parsing for the Brazilian Portuguese language.- Enriching Portuguese word embeddings with visual information.-