ICNLSP 2022 Proceedings

Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022)

Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022)
Mourad Abbas | Abed Alhakim Freihat

Error correction and extraction in request dialogs

Stefan Constantin | Alex Waibel

Efficient Task-Oriented Dialogue Systems with Response Selection as an Auxiliary Task

Radostin Cholakov | Todor Kolev

TopicRefine: Joint Topic Prediction and Dialogue Response Generation for Multi-turn End-to-End Dialogue System

Hongru Wang | Mingyu Cui | Zimo Zhou | Kam-Fai Wong

Prior Omission of Dissimilar Source Domain(s) for Cost-Effective Few-Shot Learning

Zezhong Wang | Hongru Wang | Wai Chung Kwan | Kam-Fai Wong

Linguistic Knowledge in Data Augmentation for Natural Language Processing: An Example on Chinese Question Matching

Zhengxiang Wang

Detecting Security Patches in Java Projects Using NLP Technology

Improving NL-to-Query Systems through Re-ranking of Semantic Hypothesis

Experimenting with ensembles of pre-trained language models for classification of custom legal datasets

Tamara Matthews | David Lillis

Handling Class Imbalance when Detecting Dataset Mentions with Pre-trained Language Models

Yousef Younes | Brigitte Mathiak

Performance of two French BERT models for French language on verbatim transcripts and online posts

Emmanuelle Kelodjoue | Jérôme Goulian | Didier Schwab

Semi-supervised Automated Clinical Coding Using International Classification of Diseases

Hlynur Hlynsson | Steindór Ellertsson | Jon Dadason | Emil Sigurdsson | Hrafn Loftsson

Recent Advances in Long Documents Classification Using Deep-Learning

Muhammad Al-Qurishi

Optimizing singular value based similarity measures for document similarity comparisons

Jarkko Lagus | Arto Klami

Besher Alkurdi | Hasan Yunus Sarioglu | Mehmet Fatih Amasyali

Second-order Document Similarity Metrics for Transformers

Jarkko Lagus | Niki Loppi | Arto Klami

Phillip Schneider | Markus Voggenreiter | Abdullah Gulraiz | Florian Matthes

Contextual Embeddings Can Distinguish Homonymy from Polysemy in a Human-Like Way

Kyra Wilson | Alec Marantz

Modeling the Ordering of English Adjectives using Collaborative Filtering

Sagar Indurkhya

Comparison of Token- and Character-Level Approaches to Restoration of Spaces, Punctuation, and Capitalization in Various Languages

Laurence Dyer | Anthony Hughes | Dhwani Shah | Burcu Can

New Features for Discriminative Keyword Spotting

Punnoose Kuriakose

Hierarchical Multi-Task Transformers for Crosslingual Low Resource Phoneme Recognition

Kevin Glocker | Munir Georges

Concatenative Phonetic Synthesis for the Proto-Indo-European Language

Patrick Donnelly

A low latency technique for speaker detection from a large negative list

Yu Zhou | B. Chandra Mouli | Vijay Gurbani

Supervised Acoustic Embeddings And Their Transferability Across Languages

Sreepratha Ram | Hanan Aldarmaki

A Dataset for Detecting Humor in Arabic Text

A deep sentiment analysis of Tunisian dialect comments on multi-domain posts in different social media platforms

Emna Fsih | Rahma Boujelbane | Lamia Hadrich Belguith

TuniSER: Toward a Tunisian Speech Emotion Recognition System

Abir Messaoudi | Hatem Haddad | Moez Benhaj Hmida | Mohamed Graiet

Evaluating Large-Language Models for Dimensional Music Emotion Prediction from Social Media Discourse

Patrick Donnelly | Aidan Beery

Customer Sentiments Toward Saudi Banks During the Covid-19 Pandemic

Towards an Automatic Dialect Identification System using Algerian Youtube Videos

Khaled Lounnas | Mohamed Lichouri | Mourad Abbas | Thissas Chahboub | Samir Salmi

Constructing the Corpus of Chinese Textual ‘Run-on’ Sentences (CCTRS): Discourse Corpus Benchmark with Multi-layer Annotations

Kun Sun | Rong Wang

Utilizing BERT Intermediate Layers for Unsupervised Keyphrase Extraction

Mingyang Song | Yi Feng | Liping Jing

“Der Frank Sinatra der Wettervorhersage”: Cross-Lingual Vossian Antonomasia Extraction

Michel Schwab | Robert Jäschke | Frank Fischer

The Elementary Scenario Component Metric for Summarization Evaluation

Martin Kirilov | Daan Kolkman | Bert-Jan Butijn

Scaling Native Language Identification with Transformer Adapters

Ahmet Yavuz Uluslu | Gerold Schneider

Arguments to Key Points Mapping with Prompt-based Learning

Ahnaf Mozib Samin | Behrooz Nikandish | Jingyan Chen

Pre-training Language Models for Surface Realization

Farhood Farahnak | Leila Kosseim