Text, Speech, and Dialogue

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.- Useof 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