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

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Error correction and extraction in request dialogs
Stefan Constantin | Alex Waibel

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Efficient Task-Oriented Dialogue Systems with Response Selection as an Auxiliary Task
Radostin Cholakov | Todor Kolev

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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

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Prior Omission of Dissimilar Source Domain(s) for Cost-Effective Few-Shot Learning
Zezhong Wang | Hongru Wang | Wai Chung Kwan | Kam-Fai Wong

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

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Detecting Security Patches in Java Projects Using NLP Technology
Andrea Stefanoni | Šarūnas Girdzijauskas | Christina Jenkins | Zekarias T. Kefato | Licia Sbattella | Vincenzo Scotti | Emil Wåreus

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Improving NL-to-Query Systems through Re-ranking of Semantic Hypothesis
Pius von Däniken | Jan Deriu | Eneko Agirre | Ursin Brunner | Mark Cieliebak | Kurt Stockinger

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Experimenting with ensembles of pre-trained language models for classification of custom legal datasets
Tamara Matthews | David Lillis

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Handling Class Imbalance when Detecting Dataset Mentions with Pre-trained Language Models
Yousef Younes | Brigitte Mathiak

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Performance of two French BERT models for French language on verbatim transcripts and online posts
Emmanuelle Kelodjoue | Jérôme Goulian | Didier Schwab

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Semi-supervised Automated Clinical Coding Using International Classification of Diseases
Hlynur Hlynsson | Steindór Ellertsson | Jon Dadason | Emil Sigurdsson | Hrafn Loftsson

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Recent Advances in Long Documents Classification Using Deep-Learning
Muhammad Al-Qurishi

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Optimizing singular value based similarity measures for document similarity comparisons
Jarkko Lagus | Arto Klami

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Semantic Similarity Based Filtering for Turkish Paraphrase Dataset Creation
Besher Alkurdi | Hasan Yunus Sarioglu | Mehmet Fatih Amasyali

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Second-order Document Similarity Metrics for Transformers
Jarkko Lagus | Niki Loppi | Arto Klami

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Semantic Similarity-Based Clustering of Findings From Security Testing Tools
Phillip Schneider | Markus Voggenreiter | Abdullah Gulraiz | Florian Matthes

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Contextual Embeddings Can Distinguish Homonymy from Polysemy in a Human-Like Way
Kyra Wilson | Alec Marantz

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Modeling the Ordering of English Adjectives using Collaborative Filtering
Sagar Indurkhya

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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

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New Features for Discriminative Keyword Spotting
Punnoose Kuriakose

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Hierarchical Multi-Task Transformers for Crosslingual Low Resource Phoneme Recognition
Kevin Glocker | Munir Georges

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Concatenative Phonetic Synthesis for the Proto-Indo-European Language
Patrick Donnelly

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A low latency technique for speaker detection from a large negative list
Yu Zhou | B. Chandra Mouli | Vijay Gurbani

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Supervised Acoustic Embeddings And Their Transferability Across Languages
Sreepratha Ram | Hanan Aldarmaki

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A Dataset for Detecting Humor in Arabic Text
Hend Alkhalifa | Fetoun Alzahrani | Hala Qawara | Reema Alrowais | Sawsan Alowa | Luluh Aldhubayi

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A deep sentiment analysis of Tunisian dialect comments on multi-domain posts in different social media platforms
Emna Fsih | Rahma Boujelbane | Lamia Hadrich Belguith

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TuniSER: Toward a Tunisian Speech Emotion Recognition System
Abir Messaoudi | Hatem Haddad | Moez Benhaj Hmida | Mohamed Graiet

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Evaluating Large-Language Models for Dimensional Music Emotion Prediction from Social Media Discourse
Patrick Donnelly | Aidan Beery

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Customer Sentiments Toward Saudi Banks During the Covid-19 Pandemic
Dhuha Alqahtani | Lama Alzahrani | Maram Bahareth | Nora Alshameri | Hend Al-Khalifa | Luluh Aldhubayi

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Towards an Automatic Dialect Identification System using Algerian Youtube Videos
Khaled Lounnas | Mohamed Lichouri | Mourad Abbas | Thissas Chahboub | Samir Salmi

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

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Utilizing BERT Intermediate Layers for Unsupervised Keyphrase Extraction
Mingyang Song | Yi Feng | Liping Jing

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“Der Frank Sinatra der Wettervorhersage”: Cross-Lingual Vossian Antonomasia Extraction
Michel Schwab | Robert Jäschke | Frank Fischer

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The Elementary Scenario Component Metric for Summarization Evaluation
Martin Kirilov | Daan Kolkman | Bert-Jan Butijn

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Scaling Native Language Identification with Transformer Adapters
Ahmet Yavuz Uluslu | Gerold Schneider

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Arguments to Key Points Mapping with Prompt-based Learning
Ahnaf Mozib Samin | Behrooz Nikandish | Jingyan Chen

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Pre-training Language Models for Surface Realization
Farhood Farahnak | Leila Kosseim