Text, Speech, and Dialogue : 25th International Conference, TSD 2022, Brno, Czech Republic, September 6-9, 2022, Proceedings / edited by Petr Sojka, Aleš Horák, Ivan Kopeček, Karel Pala.

Format:

Book

Contributor:

Sojka, Petr, Editor.

Horák, Aleš, Editor.

Kopeček, Ivan, Editor.

Pala, Karel, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 13502

Lecture Notes in Artificial Intelligence, 2945-9141 ; 13502

Language:

English

Subjects (All):

Artificial intelligence.

Artificial Intelligence.

Local Subjects:

Artificial Intelligence.

Physical Description:

1 online resource (XV, 540 pages) : 102 illustrations, 79 illustrations in color.

Edition:

1st ed. 2022.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

System Details:

text file PDF

Summary:

This book constitutes the proceedings of the 25th International Conference on Text, Speech, and Dialogue, TSD 2022, held in Brno, Czech Republic, in September 2022. The 43 papers presented in this volume were carefully reviewed and selected from 94 submissions. The topical sections "Text", "Speech", and "Dialogue" deal with the following issues: speech recognition; corpora and language resources; speech and spoken language generation; tagging, classification and parsing of text and speech; semantic processing of text and speech; integrating applications of text and speech processing; automatic dialogue systems; multimodal techniques and modelling.

Contents:

Evaluating Attribution Methods for Explainable NLP with Transformers

Sido DaFNeGE: Dataset of French Newsletters with Graph Representation and Embedding

ANTILLES: An Open French Linguistically Enriched Part-of-Speech Corpus

Statistical and Neural Methods for Cross-lingual Entity Label Mapping in Knowledge Graphs

Quality Assessment of Subtitles - Challenges and Strategies

Computational Approaches for Understanding Semantic Constraints on Two-termed Coordination Structures

Review of Practices of Collecting and Annotating Texts in the Learner Corpus REALEC

New Language Identification and Sentiment Analysis Modules for Social Media Communication

Identification of Metaphorical Collocations in Different Languages - Similarities and Differences

Automatic Grammar Correction of Commas in Czech Written Texts: Comparative Study

Linear Transformations for Cross-lingual Sentiment Analysis

TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models

Use of Machine Learning Methods in the Assessment of Programming Assignments

Ontology-Aware Biomedical Relation Extraction

Balancing the Style-Content Trade-Off in Sentiment Transfer Using Polarity-Aware Denoising

A Self-Evaluating Architecture for Describing Data

Novel Hybrid Framework to Enhance Zero-shot Classification

Attention-based Model for Accurate Stance Detection

OPTICS: Automatic MT Evaluation based on Optimal Transport by Integration of Contextual Representations and Static Word Embeddings

End-to-End Parkinson's Disease Detection Using a Deep Convolutional Recurrent Network

Lexical Bundle Variation in Business Actors' Public Communications

50 Shades of Gray: Effect of the Color Scale for the Assessment of Speech Disorders

Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded Chipsets

Detection of Prosodic Boundaries in Speech Using Wav2Vec 2.0

Text-to-Text Transfer Transformer Phrasing Model Using Enriched Text Input

Lexicon-based vs. Lexicon-free ASR for Norwegian Parliament Speech Transcription

On Comparison of Phonetic Representations for Czech Neural Speech Synthesis

The Influence of Dataset Partitioning on Dysfluency Detection Systems

Going Beyond the Cookie Theft Picture Test: Detecting Cognitive Impairments using Acoustic Features

Dialogue Federated Learning in Heterogeneous Data Settings for Virtual Assistants -Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant using Interventional Radiology Workflow Analysis

Investigating Paraphrasing-based Data Augmentation for Task-Oriented Dialogue Systems

Transfer Learning of Transformers for Spoken Language Understanding

Evaluation of Wav2Vec Speech Recognition for Speakers with Cognitive Disorders

Fine-Tuning BERT for Generative Dialogue Domain Adaptation

Using Multi-Encoder Fusion Strategies to Improve Personalized Response Selection

Empathy and Persona of English vs. Arabic Chatbots: A Survey and Future Directions

Empathy and Persona of English vs. Arabic Chatbots: A Survey and Future Directions.

Other Format:

Printed edition:

ISBN:

978-3-031-16270-1

9783031162701

Access Restriction:

Restricted for use by site license.