Text, Speech, and Dialogue

Table of Contents

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   Book Overview
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   Chapter 1 Evaluating Attribution Methods for Explainable NLP with Transformers
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   Chapter 2 DaFNeGE: Dataset of French Newsletters with Graph Representation and Embedding
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   Chapter 3 ANTILLES: An Open French Linguistically Enriched Part-of-Speech Corpus
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   Chapter 4 Statistical and Neural Methods for Cross-lingual Entity Label Mapping in Knowledge Graphs
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   Chapter 5 Quality Assessment of Subtitles – Challenges and Strategies
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   Chapter 6 Computational Approaches for Understanding Semantic Constraints on Two-termed Coordination Structures
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   Chapter 7 Review of Practices of Collecting and Annotating Texts in the Learner Corpus REALEC
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   Chapter 8 New Language Identification and Sentiment Analysis Modules for Social Media Communication
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    Chapter 9 Identification of Metaphorical Collocations in Different Languages – Similarities and Differences
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    Chapter 10 Automatic Grammar Correction of Commas in Czech Written Texts: Comparative Study
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    Chapter 11 Linear Transformations for Cross-lingual Sentiment Analysis
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    Chapter 12 TOKEN Is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models
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    Chapter 13 Use of Machine Learning Methods in the Assessment of Programming Assignments
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    Chapter 14 Ontology-Aware Biomedical Relation Extraction
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    Chapter 15 Balancing the Style-Content Trade-Off in Sentiment Transfer Using Polarity-Aware Denoising
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    Chapter 16 A Self-Evaluating Architecture for Describing Data
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    Chapter 17 A Novel Hybrid Framework to Enhance Zero-shot Classification
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    Chapter 18 Attention-Based Model for Accurate Stance Detection
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    Chapter 19 OPTICS: Automatic MT Evaluation Based on Optimal Transport by Integration of Contextual Representations and Static Word Embeddings
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    Chapter 20 Exploration of Multi-corpus Learning for Hate Speech Classification in Low Resource Scenarios
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    Chapter 21 On the Importance of Word Embedding in Automated Harmful Information Detection
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    Chapter 22 BERT-based Classifiers for Fake News Detection on Short and Long Texts with Noisy Data: A Comparative Analysis
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    Chapter 23 Can a Machine Generate a Meta-Review? How Far Are We?
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    Chapter 24 Autoblog 2021: The Importance of Language Models for Spontaneous Lecture Speech
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    Chapter 25 Transformer-Based Automatic Speech Recognition of Formal and Colloquial Czech in MALACH Project
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    Chapter 26 Wakeword Detection Under Distribution Shifts
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    Chapter 27 End-to-End Parkinson’s Disease Detection Using a Deep Convolutional Recurrent Network
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    Chapter 28 Lexical Bundle Variation in Business Actors’ Public Communications
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    Chapter 29 50 Shades of Gray: Effect of the Color Scale for the Assessment of Speech Disorders
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    Chapter 30 Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded Chipsets
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    Chapter 31 Detection of Prosodic Boundaries in Speech Using Wav2Vec 2.0
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    Chapter 32 Text-to-Text Transfer Transformer Phrasing Model Using Enriched Text Input
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    Chapter 33 Lexicon-based vs. Lexicon-free ASR for Norwegian Parliament Speech Transcription
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    Chapter 34 On Comparison of Phonetic Representations for Czech Neural Speech Synthesis
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    Chapter 35 The Influence of Dataset Partitioning on Dysfluency Detection Systems
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    Chapter 36 Going Beyond the Cookie Theft Picture Test: Detecting Cognitive Impairments Using Acoustic Features
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    Chapter 37 Federated Learning in Heterogeneous Data Settings for Virtual Assistants – A Case Study
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    Chapter 38 PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant Using Interventional Radiology Workflow Analysis
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    Chapter 39 Investigating Paraphrasing-Based Data Augmentation for Task-Oriented Dialogue Systems
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    Chapter 40 Transfer Learning of Transformers for Spoken Language Understanding
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    Chapter 41 Evaluation of Wav2Vec Speech Recognition for Speakers with Cognitive Disorders
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    Chapter 42 Fine-Tuning BERT for Generative Dialogue Domain Adaptation
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    Chapter 43 Empathy and Persona of English vs. Arabic Chatbots: A Survey and Future Directions