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 | |
| 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 |
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| 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 Learning | |
| Patrick 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 Tools | |
| Hlynur Hlynsson, Steindór Ellertsson, Jon Dadason, Emil Sigurdsson and Hrafn Loftsson. Semi-supervised Automated Clinical Coding Using International Classification of Diseases | |
| 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 Creation | |
| Jarkko 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 Evaluation | |
| Michel 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 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 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 Technology | |
| Jarkko 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 Languages | |
| Radostin 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 | |