ICNLSP 2022

Keynotes

Hybrid natural language processing in the deep learning era

Prof. Eric Laporte, Gustave Eiffel University, France

Multilingual and Code-Switching Speech Recognition

 Dr. Ahmed Ali, Qatar Computing Research Institute, Qatar

Plug-and-Play Abilities for Neural Machine Translation

Prof Jan Niehues, Karlsruhe Institute of Technology, Germany

Presentations

Stefan Constantin and Alex Waibel. Error correction and extraction in request dialogs
Laurence Dyer, Anthony Hughes, Dhwani Shah and Burcu Can. Comparison of Token- and Character-Level Approaches to Restoration of Spaces, Punctuation, and Capitalization in Various Languages
Pius von Däniken, Jan Deriu, Eneko Agirre, Ursin Brunner, Mark Cieliebak and Kurt Stockinger. Improving NL-to-Query Systems through Re-ranking of Semantic Hypothesis
Ahmet Yavuz Uluslu and Gerold Schneider. Scaling Native Language Identification with Transformer Adapters
Hongru Wang, Mingyu Cui, Zimo Zhou and Kam-Fai Wong. TopicRefine: Joint Topic Prediction and Dialogue Response Generation for Multi-turn End-to-End Dialogue System
Kyra Wilson and Alec Marantz. Contextual Embeddings Can Distinguish Homonymy from Polysemy in a Human-Like Way

Sagar Indurkhya. Modeling the Ordering of English Adjectives using Collaborative Filtering
Ahnaf Mozib Samin, Behrooz Nikandish and Jingyan Chen. Arguments to Key Points Mapping with Prompt-based LearningAhnaf Mozib Samin, Behrooz Nikandish and Jingyan Chen. Arguments to Key Points Mapping with Prompt-based Learning
Patrick Donnelly and Aidan Beery. Evaluating Large-Language Models for Dimensional Music Emotion Prediction from Social Media DiscoursePatrick Donnelly and Aidan Beery. Evaluating Large-Language Models for Dimensional Music Emotion Prediction from Social Media Discourse
Phillip Schneider, Markus Voggenreiter, Abdullah Gulraiz and Florian Matthes. Semantic Similarity-Based Clustering of Findings From Security Testing ToolsPhillip Schneider, Markus Voggenreiter, Abdullah Gulraiz and Florian Matthes. Semantic Similarity-Based Clustering of Findings From Security Testing Tools
Hlynur Hlynsson, Steindór Ellertsson, Jon Dadason, Emil Sigurdsson and Hrafn Loftsson. Semi-supervised Automated Clinical Coding Using International Classification of DiseasesHlynur Hlynsson, Steindór Ellertsson, Jon Dadason, Emil Sigurdsson and Hrafn Loftsson. Semi-supervised Automated Clinical Coding Using International Classification of Diseases
Emmanuelle Kelodjoue, Jérôme Goulian and Didier Schwab. Performance of two French BERT models for French language on verbatim transcripts and online posts
Khaled Lounnas, Mohamed Lichouri and Mourad Abbas. Towards an Automatic Dialect Identification System using Algerian Youtube Videos
Besher Alkurdi, Hasan Yunus Sarioglu and Mehmet Fatih Amasyali. Semantic Similarity Based Filtering for Turkish Paraphrase Dataset CreationBesher Alkurdi, Hasan Yunus Sarioglu and Mehmet Fatih Amasyali. Semantic Similarity Based Filtering for Turkish Paraphrase Dataset Creation
Jarkko Lagus, Niki Loppi and Arto Klami. Second-order Document Similarity Metrics for TransformersJarkko Lagus, Niki Loppi and Arto Klami. Second-order Document Similarity Metrics for Transformers
Martin Kirilov, Daan Kolkman and Bert-Jan Butijn. The Elementary Scenario Component Metric for Summarization EvaluationMartin Kirilov, Daan Kolkman and Bert-Jan Butijn. The Elementary Scenario Component Metric for Summarization Evaluation
Michel Schwab, Robert Jäschke and Frank Fischer. “Der Frank Sinatra der Wettervorhersage”: Cross-Lingual Vossian Antonomasia ExtractionMichel Schwab, Robert Jäschke and Frank Fischer. "Der Frank Sinatra der Wettervorhersage": Cross-Lingual Vossian Antonomasia Extraction
Farhood Farahnak and Leila Kosseim. Pre-training Language Models for Surface RealizationFarhood Farahnak and Leila Kosseim. Pre-training Language Models for Surface Realization 
Mingyang Song, Yi Feng and Liping Jing. Utilizing BERT Intermediate Layers for Unsupervised Keyphrase Extraction 
Hend Alkhalifa, Fetoun Alzahrani, Hala Qawara, Reema Alrowais, Sawsan Alowa and Luluh Aldhubayi. A Dataset for Detecting Humor in Arabic TextHend Alkhalifa, Fetoun Alzahrani, Hala Qawara, Reema Alrowais, Sawsan Alowa and Luluh Aldhubayi. A Dataset for Detecting Humor in Arabic Text 
Andrea Stefanoni, Šarūnas Girdzijauskas, Christina Jenkins, Zekarias T. Kefato, Licia Sbattella, Vincenzo Scotti and Emil Wåreus. Detecting Security Patches in Java Projects Using NLP TechnologyAndrea Stefanoni, Šarūnas Girdzijauskas, Christina Jenkins, Zekarias T. Kefato, Licia Sbattella, Vincenzo Scotti and Emil Wåreus. Detecting Security Patches in Java Projects Using NLP Technology 
Jarkko Lagus and Arto Klami. Optimizing singular value based similarity measures for document similarity comparisonsJarkko Lagus and Arto Klami. Optimizing singular value based similarity measures for document similarity comparisons 
Sreepratha Ram and Hanan Aldarmaki. Supervised Acoustic Embeddings And Their Transferability Across LanguagesSreepratha Ram and Hanan Aldarmaki. Supervised Acoustic Embeddings And Their Transferability Across Languages 
Radostin Cholakov and Todor Kolev. Efficient Task-Oriented Dialogue Systems with Response Selection as an Auxiliary TaskRadostin Cholakov and Todor Kolev. Efficient Task-Oriented Dialogue Systems with Response Selection as an Auxiliary Task 
Emna Fsih, Rahma Boujelbane and Lamia Hadrich Belguith. A deep sentiment analysis of Tunisian dialect comments on multi-domain posts in different social media platforms 
Zezhong Wang, Hongru Wang, Wai Chung Kwan and Kam-Fai Wong. Prior Omission of Dissimilar Source Domain(s) for Cost-Effective Few-Shot Learning 
Kevin Glocker and Munir Georges. Hierarchical Multi-Task Transformers for Crosslingual Low Resource Phoneme Recognition 
Tamara Matthews and David Lillis. Experimenting with ensembles of pre-trained language models for classification of custom legal datasets 
Zhengxiang Wang. Linguistic Knowledge in Data Augmentation for Natural Language Processing: An Example on Chinese Question Matching 
Dhuha Alqahtani, Lama Alzahrani, Maram Bahareth, Nora Alshameri, Hend Al-Khalifa and Luluh Aldhubayi. Customer Sentiments Toward Saudi Banks During the Covid-19 Pandemic 
Muhammad Al-Qurishi. Recent Advances in Long Documents Classification Using Deep-Learning 
Yu Zhou, B. Chandra Mouli and Vijay Gurbani. A low latency technique for speaker detection from a large negative list 
Kun Sun and Rong Wang. Constructing the Corpus of Chinese Textual ‘Run-on’ Sentences (CCTRS): Discourse Corpus Benchmark with Multi-layer Annotations 
Patrick Donnelly. Concatenative Phonetic Synthesis for the Proto-Indo-European Language 
Yousef Younes and Brigitte Mathiak. Handling Class Imbalance when Detecting Dataset Mentions with Pre-trained Language Models 
Abir Messaoudi, Hatem Haddad, Moez Benhaj Hmida and Mohamed Graiet. TuniSER: Toward a Tunisian Speech Emotion Recognition System
Punnoose Kuriakose. New Features for Discriminative Keyword Spotting