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 editor Abed Alhakim Freihat editor 2022-12 Association for Computational Linguistics Trento, Italy text conference publication icnlsp-2022-international https://aclanthology.org/2022.icnlsp-1.0/ Error correction and extraction in request dialogs Stefan Constantin author Alex Waibel author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication constantin-waibel-2022-error https://aclanthology.org/2022.icnlsp-1.1/ 2022-12 2 11 Efficient Task-Oriented Dialogue Systems with Response Selection as an Auxiliary Task Radostin Cholakov author Todor Kolev author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication cholakov-kolev-2022-efficient https://aclanthology.org/2022.icnlsp-1.2/ 2022-12 12 18 TopicRefine: Joint Topic Prediction and Dialogue Response Generation for Multi-turn End-to-End Dialogue System Hongru Wang author Mingyu Cui author Zimo Zhou author Kam-Fai Wong author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication wang-etal-2022-topicrefine https://aclanthology.org/2022.icnlsp-1.3/ 2022-12 19 29 Prior Omission of Dissimilar Source Domain(s) for Cost-Effective Few-Shot Learning Zezhong Wang author Hongru Wang author Wai Chung Kwan author Kam-Fai Wong author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication wang-etal-2022-prior https://aclanthology.org/2022.icnlsp-1.4/ 2022-12 30 39 Linguistic Knowledge in Data Augmentation for Natural Language Processing: An Example on Chinese Question Matching Zhengxiang Wang author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication wang-2022-linguistic https://aclanthology.org/2022.icnlsp-1.5/ 2022-12 40 49 Detecting Security Patches in Java Projects Using NLP Technology Andrea Stefanoni author Šarūnas Girdzijauskas author Christina Jenkins author Zekarias T Kefato author Licia Sbattella author Vincenzo Scotti author Emil Wåreus author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication stefanoni-etal-2022-detecting https://aclanthology.org/2022.icnlsp-1.6/ 2022-12 50 56 Improving NL-to-Query Systems through Re-ranking of Semantic Hypothesis Pius von Däniken author Jan Deriu author Eneko Agirre author Ursin Brunner author Mark Cieliebak author Kurt Stockinger author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication von-daniken-etal-2022-improving https://aclanthology.org/2022.icnlsp-1.7/ 2022-12 57 67 Experimenting with ensembles of pre-trained language models for classification of custom legal datasets Tamara Matthews author David Lillis author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication matthews-lillis-2022-experimenting https://aclanthology.org/2022.icnlsp-1.8/ 2022-12 68 78 Handling Class Imbalance when Detecting Dataset Mentions with Pre-trained Language Models Yousef Younes author Brigitte Mathiak author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication younes-mathiak-2022-handling https://aclanthology.org/2022.icnlsp-1.9/ 2022-12 79 88 Performance of two French BERT models for French language on verbatim transcripts and online posts Emmanuelle Kelodjoue author Jérôme Goulian author Didier Schwab author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication kelodjoue-etal-2022-performance https://aclanthology.org/2022.icnlsp-1.10/ 2022-12 88 94 Semi-supervised Automated Clinical Coding Using International Classification of Diseases Hlynur Hlynsson author Steindór Ellertsson author Jon Dadason author Emil Sigurdsson author Hrafn Loftsson author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication hlynsson-etal-2022-semi https://aclanthology.org/2022.icnlsp-1.11/ 2022-12 95 106 Recent Advances in Long Documents Classification Using Deep-Learning Muhammad Al-Qurishi author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication al-qurishi-2022-recent https://aclanthology.org/2022.icnlsp-1.12/ 2022-12 107 112 Optimizing singular value based similarity measures for document similarity comparisons Jarkko Lagus author Arto Klami author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication lagus-klami-2022-optimizing https://aclanthology.org/2022.icnlsp-1.13/ 2022-12 113 118 Semantic Similarity Based Filtering for Turkish Paraphrase Dataset Creation Besher Alkurdi author Hasan Yunus Sarioglu author Mehmet Fatih Amasyali author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication alkurdi-etal-2022-semantic https://aclanthology.org/2022.icnlsp-1.14/ 2022-12 119 127 Second-order Document Similarity Metrics for Transformers Jarkko Lagus author Niki Loppi author Arto Klami author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication lagus-etal-2022-second https://aclanthology.org/2022.icnlsp-1.15/ 2022-12 128 133 Semantic Similarity-Based Clustering of Findings From Security Testing Tools Phillip Schneider author Markus Voggenreiter author Abdullah Gulraiz author Florian Matthes author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication schneider-etal-2022-semantic https://aclanthology.org/2022.icnlsp-1.16/ 2022-12 134 143 Contextual Embeddings Can Distinguish Homonymy from Polysemy in a Human-Like Way Kyra Wilson author Alec Marantz author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication wilson-marantz-2022-contextual https://aclanthology.org/2022.icnlsp-1.17/ 2022-12 144 155 Modeling the Ordering of English Adjectives using Collaborative Filtering Sagar Indurkhya author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication indurkhya-2022-modeling https://aclanthology.org/2022.icnlsp-1.18/ 2022-12 156 167 Comparison of Token- and Character-Level Approaches to Restoration of Spaces, Punctuation, and Capitalization in Various Languages Laurence Dyer author Anthony Hughes author Dhwani Shah author Burcu Can author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication dyer-etal-2022-comparison https://aclanthology.org/2022.icnlsp-1.19/ 2022-12 168 178 New Features for Discriminative Keyword Spotting Punnoose Kuriakose author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication kuriakose-2022-new https://aclanthology.org/2022.icnlsp-1.20/ 2022-12 179 186 Hierarchical Multi-Task Transformers for Crosslingual Low Resource Phoneme Recognition Kevin Glocker author Munir Georges author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication glocker-georges-2022-hierarchical https://aclanthology.org/2022.icnlsp-1.21/ 2022-12 187 192 Concatenative Phonetic Synthesis for the Proto-Indo-European Language Patrick Donnelly author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication donnelly-2022-concatenative https://aclanthology.org/2022.icnlsp-1.22/ 2022-12 193 201 A low latency technique for speaker detection from a large negative list Yu Zhou author B Chandra Mouli author Vijay Gurbani author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication zhou-etal-2022-low https://aclanthology.org/2022.icnlsp-1.23/ 2022-12 202 211 Supervised Acoustic Embeddings And Their Transferability Across Languages Sreepratha Ram author Hanan Aldarmaki author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication ram-aldarmaki-2022-supervised https://aclanthology.org/2022.icnlsp-1.24/ 2022-12 212 218 A Dataset for Detecting Humor in Arabic Text Hend Alkhalifa author Fetoun Alzahrani author Hala Qawara author Reema Alrowais author Sawsan Alowa author Luluh Aldhubayi author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication alkhalifa-etal-2022-dataset https://aclanthology.org/2022.icnlsp-1.25/ 2022-12 219 225 A deep sentiment analysis of Tunisian dialect comments on multi-domain posts in different social media platforms Emna Fsih author Rahma Boujelbane author Lamia Hadrich Belguith author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication fsih-etal-2022-deep https://aclanthology.org/2022.icnlsp-1.26/ 2022-12 226 233 TuniSER: Toward a Tunisian Speech Emotion Recognition System Abir Messaoudi author Hatem Haddad author Moez Benhaj Hmida author Mohamed Graiet author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication messaoudi-etal-2022-tuniser https://aclanthology.org/2022.icnlsp-1.27/ 2022-12 234 241 Evaluating Large-Language Models for Dimensional Music Emotion Prediction from Social Media Discourse Patrick Donnelly author Aidan Beery author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication donnelly-beery-2022-evaluating https://aclanthology.org/2022.icnlsp-1.28/ 2022-12 242 250 Customer Sentiments Toward Saudi Banks During the Covid-19 Pandemic Dhuha Alqahtani author Lama Alzahrani author Maram Bahareth author Nora Alshameri author Hend Al-Khalifa author Luluh Aldhubayi author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication alqahtani-etal-2022-customer https://aclanthology.org/2022.icnlsp-1.29/ 2022-12 251 257 Towards an Automatic Dialect Identification System using Algerian Youtube Videos Khaled Lounnas author Mohamed Lichouri author Mourad Abbas author Thissas Chahboub author Samir Salmi author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication lounnas-etal-2022-towards https://aclanthology.org/2022.icnlsp-1.30/ 2022-12 258 264 Constructing the Corpus of Chinese Textual ‘Run-on’ Sentences (CCTRS): Discourse Corpus Benchmark with Multi-layer Annotations Kun Sun author Rong Wang author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication sun-wang-2022-constructing https://aclanthology.org/2022.icnlsp-1.31/ 2022-12 265 276 Utilizing BERT Intermediate Layers for Unsupervised Keyphrase Extraction Mingyang Song author Yi Feng author Liping Jing author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication song-etal-2022-utilizing https://aclanthology.org/2022.icnlsp-1.32/ 2022-12 277 281 “Der Frank Sinatra der Wettervorhersage”: Cross-Lingual Vossian Antonomasia Extraction Michel Schwab author Robert Jäschke author Frank Fischer author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication schwab-etal-2022-der https://aclanthology.org/2022.icnlsp-1.33/ 2022-12 282 287 The Elementary Scenario Component Metric for Summarization Evaluation Martin Kirilov author Daan Kolkman author Bert-Jan Butijn author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication kirilov-etal-2022-elementary https://aclanthology.org/2022.icnlsp-1.34/ 2022-12 288 297 Scaling Native Language Identification with Transformer Adapters Ahmet Yavuz Uluslu author Gerold Schneider author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication uluslu-schneider-2022-scaling https://aclanthology.org/2022.icnlsp-1.35/ 2022-12 298 302 Arguments to Key Points Mapping with Prompt-based Learning Ahnaf Mozib Samin author Behrooz Nikandish author Jingyan Chen author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication samin-etal-2022-arguments https://aclanthology.org/2022.icnlsp-1.36/ 2022-12 303 311 Pre-training Language Models for Surface Realization Farhood Farahnak author Leila Kosseim author 2022-12 text Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) Mourad Abbas editor Abed Alhakim Freihat editor Association for Computational Linguistics Trento, Italy conference publication farahnak-kosseim-2022-pre https://aclanthology.org/2022.icnlsp-1.37/ 2022-12 312 318