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The two-volume set LNAI 15048 and 15049 constitutes the refereed proceedings of the 27th International Conference on Text, Speech, and Dialogue, TSD 2024, held in Brno, Czech Republic, during September 9-13, 2024.
The 50 revised full papers presented in these deadline proceedings were carefully reviewed and selected from 103 submissions.
The papers are organized in the following topical sections:
Part I: Text
Part II: Speech, Dialogue
List of contents
.- Text.
.- SeqCondenser: Inductive Representation Learning of Sequences by Sampling Characteristic Functions
.- Is Prompting What Term Extraction Needs?.
.- Bilingual Lexicon Induction From Comparable and Parallel Data: A Comparative Analysis.
.- Explaining Metaphors in the French Language by Solving Analogies using a Knowledge Graph.
.- The Aranea Corpora Family: Ten+ Years of Processing Web-Crawled Data.
.- Continual Learning Under Language Shift.
.- Neural Spell-Checker: Beyond Words with Synthetic Data Generation.
.- CoastTerm: a Corpus for Multidisciplinary Term Extraction in Coastal Scientific Literature.
.- New Human-Annotated Dataset of Czech Health Records for Training Medical Concept Recognition Models.
.- Analyzing Biases in Popular Answer Selection Datasets on Neural-based QA Models.
.- Using Neural Coherence Models to Assess Discourse Coherence.
.- Named Entity Linking in English-Czech Parallel Corpus.
.- TamSiPara: A Tamil - Sinhala Parallel Corpus.
.- Automatic Ellipsis Reconstruction in Coordinated German Sentences Based on Text-To-Text Transfer Transformers.
.- Better Low-Resource Machine Translation with Smaller Vocabularies.
.- Bella Turca: A Large-Scale Dataset of Diverse Text Sources for Turkish Language Modeling.
.- Evaluation Metrics in LLM Code Generation.
.- Kernel Least Squares Transformations for Cross-lingual Semantic Spaces.
.- Unsupervised Extraction of Morphological Categories for Morphemes.
.- Introducing LCC's NavProc 1.0 Corpus: Annotated Procedural Texts in the Naval Domain.
.- Models and Strategies for Russian Word Sense Disambiguation: A Comparative Analysis.
.- Open-Source Web Service with Morphological Dictionary-Supplemented Deep Learning for Morphosyntactic Analysis of Czech.
.- Mistrík's Readability Metric - an Online Library.
