Overview of the First Workshop on Language Models for Low-Resource Languages (LoResLM 2025)

Hettiarachchi, H., Ranasinghe, T., Rayson, P., Mitkov, R., Gaber, M. M., Dola Mullage, D., Tan, F. A. & Uyangodage, L., 20/01/2025, Proceedings of the First Workshop on Language Models for Low-Resource Languages. Association for Computational Linguistics

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MultiLS: An End-to-End Lexical Simplification Framework

North, K., Ranasinghe, T., Shardlow, M. & Zampieri, M., 15/11/2024, Proceedings of the Third Workshop on Text Simplification, Accessibility and Readability (TSAR 2024). Shardlow, M., Saggion, H., Alva-Manchego, F., Zampieri, M., North, K., Štajner, S. & Stodden, R. (eds.). Kerrville: Association for Computational Linguistics (ACL Anthology), p. 1-11 11 p.

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Rater Cohesion and Quality from a Vicarious Perspective

Panditha, D., Weerasooriya, T., Dutta, S., Luger, S., Ranasinghe, T., KhudaBukhsh, A., Zampieri, M. & Homan, C., 12/11/2024, Findings of the Association for Computational Linguistics: EMNLP 2024. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Kerrville, Texas: Association for Computational Linguistics (ACL Anthology), p. 5149-5162 14 p.

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What do Large Language Models Need for Machine Translation Evaluation?

Qian, S., Sindhujan, A., Kabra, M., Kanojia, D., Orasan, C., Ranasinghe, T. & Blain, F., 9/11/2024, Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL Anthology), p. 3660-3674 15 p.

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Towards Generalized Offensive Language Identification

Dmonte, A., Arya, T., Ranasinghe, T. & Zampieri, M., 5/09/2024, (E-pub ahead of print) Proceedings of the the 16th International Conference on Advances in Social Networks Analysis and Mining. Cham: Springer Nature

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A Survey of Multimodal Sarcasm Detection

Farabi, S., Ranasinghe, T., Kanojia, D., Kong, Y. & Zampieri, M., 6/08/2024, Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence. Larson, K. (ed.). Jeju: International Joint Conferences on Artificial Intelligence Organization, p. 8020-8028 9 p.

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The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline

Shardlow, M., Alva-Manchego, F., Batista-Navarro, R. T., Bott, S., Calderon Ramirez, S., Cardon, R., François, T., Hayakawa, A., Horbach, A., Hülsing, A., Imperia, J. M., Nohej, A., Ide, Y., North, K., Occhipinti, L., Rojas, N. P., Raihan, M. N., Ranasinghe, T., Salazar, M. S. & Štajner, S. & 2 others, Zampieri, M. & Saggion, H., 20/06/2024, Proceedings of the 19th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2024). Kerrville: Association for Computational Linguistics, p. 571-589 19 p.

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CSEPrompts: A Benchmark of Introductory Computer Science Prompts

Raihan, M. N., Goswami, D., Puspo, S. S. C., Newman, C., Ranasinghe, T. & Zampieri, M., 17/06/2024, Foundations of Intelligent Systems: 27th International Symposium, ISMIS 2024, Poitiers, France, June 17–19, 2024, Proceedings. Appice, A., Azzag, H., Hacid, M.-S., Hadjali, A. & Ras, Z. (eds.). Cham: Springer Nature, p. 45-54 10 p. (Lecture Notes in Computer Science; vol. 14670).

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A Federated Learning Approach to Privacy Preserving Offensive Language Identification

Zampieri, M., Dola Mullage, D. & Ranasinghe, T., 20/05/2024, TRAC-2024: The Fourth Workshop on Threat, Aggression & Cyberbullying @LREC-COLING-2024: Workshop proceedings. European Language Resources Association (ELRA)

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DORE: A Dataset for Portuguese Definition Generation

Furtado, A. B. D., Ranasinghe, T., Blain, F. & Mitkov, R., 20/05/2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). ELRA and ICCL, p. 5315-5322 8 p.

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Guided Distant Supervision for Multilingual Relation Extraction Data: Adapting to a New Language

Plum, A., Ranasinghe, T. & Purschke, C., 20/05/2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Calzolari, N., Kan, M.-Y., Haste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). ELRA and ICCL, p. 7982-7992 11 p.

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MentalHelp: A Multi-Task Dataset for Mental Health in Social Media

Raihan, M. N., Puspo, S. S. C., Farabi, S., Bucur, A.-M., Ranasinghe, T. & Zampieri, M., 20/05/2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Calzolari, N., Kan, M.-Y., Haste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). ELRA and ICCL, p. 11196-11203 8 p.

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NSina: A News Corpus for Sinhala

Hettiarachchi, H., Dola Mullage, D., Uyangodage, L. & Ranasinghe, T., 20/05/2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). ELRA and ICCL, p. 12307-12312 6 p.

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Offensive Language Identification in Transliterated and Code-Mixed Bangla

Raihan, M. N., Tanmoy, U., Islam, A. B., North, K., Ranasinghe, T., Anastasopoulos, A. & Zampieri, M., 7/12/2023, Proceedings of the First Workshop on Bangla Language Processing (BLP-2023). Alam, F., Kar, S., Chowdhury, S. A., Sadeque, F. & Amin, R. (eds.). Association for Computational Linguistics, p. 1-6 6 p.

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Quality Estimation-Assisted Automatic Post-Editing

Deoghare, S., Kanojia, D., Ranasinghe, T., Blain, F. & Bhattacharyya, P., 6/12/2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics, p. 1686–1698 13 p.

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Vicarious Offense and Noise Audit of Offensive Speech Classifiers: Unifying Human and Machine Disagreement on What is Offensive

Weerasooriya, T., Dutta, S., Ranasinghe, T., Zampieri, M., Homan, C. & KhudaBukhsh, A., 6/12/2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Stroudsburg, PA: Association for Computational Linguistics, p. 11648-11668 21 p.

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Deep Learning Approaches to Detecting Safeguarding Concerns in Schoolchildren’s Online Conversations

Franklin, E. & Ranasinghe, T., 4/09/2023, Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing: RANLP 2023. Angelova, G., Kunilovskaya, M. & Mitkov, R. (eds.). Varna: INCOMA Ltd, p. 364-372 9 p.

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Explainable Event Detection with Event Trigger Identification as Rationale Extraction

Hettiarachchi, H. & Ranasinghe, T., 4/09/2023, Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing. Angelova, G., Kunilovskaya, M. & Mitkov, R. (eds.). Shoumen, Bulgaria: INCOMA Ltd, p. 507-518 12 p.

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Publish or Hold? Automatic Comment Moderation in Luxembourgish News Articles

Ranasinghe, T., Plum, A., Purschke, C. & Zampieri, M., 4/09/2023, Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing: RANLP 2023. Angelova, G., Kunilovskaya, M. & Mitkov, R. (eds.). Varna: INCOMA Ltd, p. 968-978 11 p.

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Target-Based Offensive Language Identification

Zampieri, M., Morgan, S., North, K., Simmons, A., Khandelwal, P., Ranasinghe, T., Rosenthal, S. & Nakov, P., 14/07/2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics. Stroudsberg, Pa.: Association for Computational Linguistics (ACL Anthology), p. 762-770 9 p.

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Automatic Generation of Multiple-Choice Test Items from Paragraphs Using Deep Neural Networks

Mitkov, R., Ha, L. A., Maslak, H., Ranasinghe, T. & Sosoni, V., 5/06/2023, Advancing Natural Language Processing in Educational Assessment. Yaneva, V. & von Davier, M. (eds.). London: Routledge, p. 77-89 13 p. (NCME APPLICATIONS OF EDUCATIONAL MEASUREMENT AND ASSESSMENT).

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ALEXSIS-PT: A New Resource for Portuguese Lexical Simplification

North, K., Zampieri, M. & Ranasinghe, T., 12/10/2022, Proceedings of the 29th International Conference on Computational Linguistics. International Committee on Computational Linguistics, p. 6057-6062 6 p. (COLING Proceedings; vol. 2022).

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Biographical Semi-Supervised Relation Extraction Dataset

Plum, A., Ranasinghe, T., Jones, S., Orasan, C. & Mitkov, R., 7/07/2022, Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York: Association for Computing Machinery (ACM), p. 3121-3130 10 p.

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Overview of the HASOC Subtrack at FIRE 2021: Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages and Conversational Hate Speech

Modha, S., Shahi, G. K., Mandl, T., Madhu, H., Satapara, S., Ranasinghe, T. & Zampieri, M., 26/01/2022, Proceedings of the 13th Annual Meeting of the Forum for Information Retrieval Evaluation. New York: Association for Computing Machinery (ACM), p. 1-3 3 p.

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Transformer Models for Offensive Language Identification in Marathi

Nene, M., North, K., Ranasinghe, T. & Zampieri, M., 17/12/2021, Forum for Information Retrieval Evaluation (working notes). CEUR Workshop Proceedings, p. 273-282 10 p. (CEUR Workshop Proceedings; vol. 3159).

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Semantic textual similarity based on deep learning: Can it improve matching and retrieval for Translation Memory tools?

Ranasinghe, T., Mitkov, R., Orasan, C. & Quintana, R. C., 8/12/2021, Corpora in Translation and Contrastive Research in the Digital Age: Recent advances and explorations. Lavid-Lopez, J., Maiz-Arevalo, C. & Zamorano-Mansilla, J. R. (eds.). John Benjamins, p. 101-124 24 p. (Benjamins Translation Library; vol. 158).

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fBERT: A Neural Transformer for Identifying Offensive Content

Sarkar, D., Zampieri, M., Ranasinghe, T. & Ororbia, A., 7/11/2021, Findings of the Association for Computational Linguistics: EMNLP 2021. Stroudsburg, PA: Association for Computational Linguistics, p. 1792-1798 7 p.

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Can Multilingual Transformers Fight the COVID-19 Infodemic?

Uyangodage, L., Ranasinghe, T. & Hettiarachchi, H., 1/09/2021, Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021). INCOMA Ltd, p. 1432-1437 5 p.

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Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of Marathi

Sampatrao Gaikwad, S., Ranasinghe, T., Zampieri, M. & Homan, C., 1/09/2021, Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021). INCOMA Ltd, p. 437-443 6 p.

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WLV-RIT at GermEval 2021: Multitask Learning with Transformers to Detect Toxic, Engaging, and Fact-Claiming Comments

Morgan, S., Ranasinghe, T. & Zampieri, M., 1/09/2021, Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments. Association for Computational Linguistics, p. 32-38 6 p.

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WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans

Ranasinghe, T., Sarkar, D., Zampieri, M. & Ororbia, A., 5/08/2021, Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021). Association for Computational Linguistics, p. 833-840 8 p.

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An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers

Ranasinghe, T., Orasan, C. & Mitkov, R., 1/08/2021, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers). Association for Computational Linguistics, p. 434-440 7 p.

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Discovering Black Lives Matter Events in the United States: Shared Task 3, CASE 2021

Giorgi, S., Zavarella, V., Tanev, H., Stefanovitch, N., Hwang, S., Hettiarachchi, H., Ranasinghe, T., Kalyan, V., Tan, P., Tan, S., Andrews, M., Hu, T., Stoehr, N., Re, F. I., Vegh, D., Atzenhofer, D., Curtis, B. & Hürriyetoğlu, A., 1/08/2021, Proceedings of the 4th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021). Association for Computational Linguistics, p. 218-227 9 p.

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TransWiC at SemEval-2021 Task 2: Transformer-based Multilingual and Cross-lingual Word-in-Context Disambiguation

Hettiarachchi, H. & Ranasinghe, T., 1/08/2021, Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021). Association for Computational Linguistics, p. 771-779 9 p.

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MUDES: Multilingual Detection of Offensive Spans

Ranasinghe, T. & Zampieri, M., 1/06/2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Demonstrations. Association for Computational Linguistics, p. 144-152 9 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Demonstrations).

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Transformers to Fight the COVID-19 Infodemic

Uyangodage, L., Ranasinghe, T. & Hettiarachchi, H., 1/06/2021, Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda. Association for Computational Linguistics, p. 130-135 5 p.

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Comparing Approaches to Dravidian Language Identification

Jauhiainen, T., Ranasinghe, T. & Zampieri, M., 1/04/2021, Proceedings of the Eighth Workshop on NLP for Similar Languages, Varieties and Dialects. Association for Computational Linguistics, p. 120-127 7 p.

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BRUMS at SemEval-2020 Task 12: Transformer Based Multilingual Offensive Language Identification in Social Media

Ranasinghe, T. & Hettiarachchi, H., 1/12/2020, Proceedings of the Fourteenth Workshop on Semantic Evaluation. Association for Computational Linguistics, p. 1906-1915

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BRUMS at SemEval-2020 Task 3: Contextualised Embeddings for Predicting the (Graded) Effect of Context in Word Similarity

Hettiarachchi, H. & Ranasinghe, T., 1/12/2020, Proceedings of the Fourteenth Workshop on Semantic Evaluation. International Committee on Computational Linguistics, p. 142-149

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RGCL at SemEval-2020 Task 6: Neural Approaches to DefinitionExtraction

Ranasinghe, T., Plum, A., Orasan, C. & Mitkov, R., 1/12/2020, Proceedings of the Fourteenth Workshop on Semantic Evaluation. Association for Computational Linguistics, p. 717-723

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InfoMiner at WNUT-2020 Task 2: Transformer-based Covid-19 Informative Tweet Extraction

Hettiarachchi, H. & Ranasinghe, T., 1/11/2020, Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020). Association for Computational Linguistics, p. 359-365

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Multilingual Offensive Language Identification with Cross-lingual Embeddings

Ranasinghe, T. & Zampieri, M., 1/11/2020, Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP). Association for Computational Linguistics, p. 5838-5844 7 p.

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TransQuest at WMT2020: Sentence-Level Direct Assessment

Ranasinghe, T., Orasan, C. & Mitkov, R., 1/11/2020, Proceedings of the Fifth Conference on Machine Translation. Association for Computational Linguistics, p. 1049-1055

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TransQuest: Translation Quality Estimation with Cross-lingual Transformers

Ranasinghe, T., Orasan, C. & Mitkov, R., 1/11/2020, Proceedings of the 28th International Conference on Computational Linguistics. International Committee on Computational Linguistics, p. 5070-5081 12 p.

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Intelligent Translation Memory Matching and Retrieval with Sentence Encoders

Ranasinghe, T., Orasan, C. & Mitkov, R., 11/2020, Proceedings of the 22nd Annual Conference of the European Association for Machine Translation. European Association for Machine Translation

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Offensive Language Identification in Greek

Pitenis, Z., Zampieri, M. & Ranasinghe, T., 1/05/2020, Proceedings of the Twelfth Language Resources and Evaluation Conference. European Language Resources Association (ELRA), p. 5113-5119

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BRUMS at HASOC 2019: Deep Learning Models for Multilingual Hate Speech and Offensive Language Identification.

Ranasinghe, T., Zampieri, M. & Hettiarachchi, H., 12/12/2019, FIRE Working Notes. CEUR Workshop Proceedings, 9 p.

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Emoji Powered Capsule Network to Detect Type and Target of Offensive Posts in Social Media

Hettiarachchi, H. & Ranasinghe, T., 1/09/2019, Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019). INCOMA Ltd, p. 474-480

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Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations

Ranasinghe, T., Orasan, C. & Mitkov, R., 1/09/2019, Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019). INCOMA Ltd, p. 994-1003

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Semantic Textual Similarity with Siamese Neural Networks

Ranasinghe, T., Orasan, C. & Mitkov, R., 1/09/2019, Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019). INCOMA Ltd, p. 1004-1011

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Toponym Detection in the Bio-Medical Domain: A Hybrid Approach with Deep Learning

Plum, A., Ranasinghe, T. & Orasan, C., 1/09/2019, Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019). INCOMA Ltd, p. 912-921

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RGCL-WLV at SemEval-2019 Task 12: Toponym Detection

Plum, A., Ranasinghe, T., Calleja, P., Orasan, C. & Mitkov, R., 1/06/2019, Proceedings of the 13th International Workshop on Semantic Evaluation. Association for Computational Linguistics, p. 1297-1301

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User Profile Feature-Based Approach to Address the Cold Start Problem in Collaborative Filtering for Personalized Movie Recommendation

Uyangoda, L., Ahangama, S. & Ranasinghe, T., 09/2018, 2018 Thirteenth International Conference on Digital Information Management (ICDIM). IEEE

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