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2020 – today
- 2024
[j8]Himashi Rathnayake
, Janani Sumanapala, Raveesha Rukshani, Surangika Ranathunga:
AdapterFusion-based multi-task learning for code-mixed and code-switched text classification. Eng. Appl. Artif. Intell. 127(Part A): 107239 (2024)- [j7]Pasindu Udawatta, Indunil Udayangana, Chathulanka Gamage, Ravi Shekhar, Surangika Ranathunga:
Use of prompt-based learning for code-mixed and code-switched text classification. World Wide Web (WWW) 27(5): 63 (2024) - [c54]Surangika Ranathunga, Nisansa de Silva, Dilith Jayakody, Aloka Fernando:
Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Research. ACL (Short Papers) 2024: 519-529 - [c53]Surangika Ranathunga, Nisansa de Silva, Menan Velayuthan, Aloka Fernando, Charitha Rathnayake:
Quality Does Matter: A Detailed Look at the Quality and Utility of Web-Mined Parallel Corpora. EACL (1) 2024: 860-880 - [c52]Tong Su, Xin Peng, Sarubi Thillainathan, David Guzmán, Surangika Ranathunga, En-Shiun Annie Lee:
Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation. NAACL-HLT (Findings) 2024: 4217-4225 - [i21]Surangika Ranathunga, Nisansa de Silva, Menan Velayuthan, Aloka Fernando, Charitha Rathnayake:
Quality Does Matter: A Detailed Look at the Quality and Utility of Web-Mined Parallel Corpora. CoRR abs/2402.07446 (2024) - [i20]Shawn He, Surangika Ranathunga, Stephen Cranefield, Bastin Tony Roy Savarimuthu:
Norm Violation Detection in Multi-Agent Systems using Large Language Models: A Pilot Study. CoRR abs/2403.16517 (2024) - [i19]Bastin Tony Roy Savarimuthu, Surangika Ranathunga, Stephen Cranefield:
Harnessing the power of LLMs for normative reasoning in MASs. CoRR abs/2403.16524 (2024) - [i18]Tong Su, Xin Peng, Sarubi Thillainathan, David Guzmán, Surangika Ranathunga, En-Shiun Annie Lee:
Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation. CoRR abs/2404.04212 (2024) - [i17]Teo Susnjak, Peter Hwang, Napoleon H. Reyes, Andre L. C. Barczak, Timothy R. McIntosh, Surangika Ranathunga:
Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning. CoRR abs/2404.08680 (2024) - [i16]Surangika Ranathunga, Nisansa de Silva, Dilith Jayakody, Aloka Fernando:
Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Research. CoRR abs/2406.06021 (2024) - [i15]Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Haoran Ranran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Jiayang Cheng, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu, Wenpeng Yin:
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing. CoRR abs/2406.16253 (2024) - 2023
- [j6]Surangika Ranathunga, En-Shiun Annie Lee, Marjana Prifti Skenduli, Ravi Shekhar, Mehreen Alam, Rishemjit Kaur:
Neural Machine Translation for Low-resource Languages: A Survey. ACM Comput. Surv. 55(11): 229:1-229:37 (2023) - [j5]Aloka Fernando, Surangika Ranathunga, Dilan Sachintha, Lakmali Piyarathna, Charith Rajitha:
Exploiting bilingual lexicons to improve multilingual embedding-based document and sentence alignment for low-resource languages. Knowl. Inf. Syst. 65(2): 571-612 (2023) - [i14]Shravan Nayak, Surangika Ranathunga, Sarubi Thillainathan, Rikki Hung, Anthony Rinaldi, Yining Wang, Jonah Mackey, Andrew Ho, En-Shiun Annie Lee:
Leveraging Auxiliary Domain Parallel Data in Intermediate Task Fine-tuning for Low-resource Translation. CoRR abs/2306.01382 (2023) - 2022
- [j4]Himashi Rathnayake, Janani Sumanapala, Raveesha Rukshani, Surangika Ranathunga:
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification. Knowl. Inf. Syst. 64(7): 1937-1966 (2022) - [c51]En-Shiun Annie Lee, Sarubi Thillainathan, Shravan Nayak, Surangika Ranathunga, David Ifeoluwa Adelani, Ruisi Su, Arya McCarthy:
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? ACL (Findings) 2022: 58-67 - [c50]Surangika Ranathunga, Nisansa de Silva:
Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP World. AACL/IJCNLP (1) 2022: 823-848 - [c49]Missaka Herath, Kushan Chamindu, Hashan Maduwantha, Surangika Ranathunga:
Dataset and Baseline for Automatic Student Feedback Analysis. LREC 2022: 2042-2049 - [c48]Vinura Dhananjaya, Piyumal Demotte, Surangika Ranathunga, Sanath Jayasena:
BERTifying Sinhala - A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification. LREC 2022: 7377-7385 - [i13]Isuru Boyagane, Oshadha Katulanda, Surangika Ranathunga, Srinath Perera:
vue4logs - Automatic Structuring of Heterogeneous Computer System Logs. CoRR abs/2202.07504 (2022) - [i12]En-Shiun Annie Lee, Sarubi Thillainathan, Shravan Nayak, Surangika Ranathunga, David Ifeoluwa Adelani, Ruisi Su, Arya D. McCarthy:
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? CoRR abs/2203.08850 (2022) - [i11]Aloka Fernando, Surangika Ranathunga:
Data Augmentation to Address Out-of-Vocabulary Problem in Low-Resource Sinhala-English Neural Machine Translation. CoRR abs/2205.08722 (2022) - [i10]Vinura Dhananjaya, Piyumal Demotte, Surangika Ranathunga, Sanath Jayasena:
BERTifying Sinhala - A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification. CoRR abs/2208.07864 (2022) - [i9]Surangika Ranathunga, Nisansa de Silva:
Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP World. CoRR abs/2210.08523 (2022) - 2021
- [j3]Surangika Ranathunga, Isuru Udara Liyanage:
Sentiment Analysis of Sinhala News Comments. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20(4): 59:1-59:23 (2021) - [c47]Aloka Fernando, Surangika Ranathunga:
Data Augmentation to Address Out of VocabularyProblem in Low Resource Sinhala English Neural Machine Translation. PACLIC 2021: 61-70 - [c46]Shanaka S. Chathuranga, Surangika Ranathunga:
Classification of Code-Mixed Text Using Capsule Networks. RANLP 2021: 256-263 - [c45]Charith Rajitha, Lakmali Piyarathna, Dilan Sachintha, Surangika Ranathunga:
Metric Learning in Multilingual Sentence Similarity Measurement for Document Alignment. RANLP 2021: 1150-1157 - [i8]Dilan Sachintha, Lakmali Piyarathna, Charith Rajitha, Surangika Ranathunga:
Exploiting Parallel Corpora to Improve Multilingual Embedding based Document and Sentence Alignment. CoRR abs/2106.06766 (2021) - [i7]Surangika Ranathunga, En-Shiun Annie Lee, Marjana Prifti Skenduli, Ravi Shekhar, Mehreen Alam, Rishemjit Kaur:
Neural Machine Translation for Low-Resource Languages: A Survey. CoRR abs/2106.15115 (2021) - [i6]Charith Rajitha, Lakmali Piyarathne, Dilan Sachintha, Surangika Ranathunga:
Metric Learning in Multilingual Sentence Similarity Measurement for Document Alignment. CoRR abs/2108.09495 (2021) - [i5]Piyumal Demotte, Surangika Ranathunga:
Dual-State Capsule Networks for Text Classification. CoRR abs/2109.04762 (2021) - 2020
- [c44]Dimuthu Lakmal, Surangika Ranathunga, Saman Peramuna, Indu Herath:
Word Embedding Evaluation for Sinhala. LREC 2020: 1874-1881 - [c43]Vijini Liyanage, Surangika Ranathunga:
Multi-lingual Mathematical Word Problem Generation using Long Short Term Memory Networks with Enhanced Input Features. LREC 2020: 4709-4716 - [c42]Ishadi Jayasinghe, Surangika Ranathunga:
Two-Step Memory Networks for Deep Semantic Parsing of Geometry Word Problems. SOFSEM 2020: 676-685 - [i4]Aloka Fernando, Surangika Ranathunga, Gihan Dias:
Data Augmentation and Terminology Integration for Domain-Specific Sinhala-English-Tamil Statistical Machine Translation. CoRR abs/2011.02821 (2020) - [i3]Lahiru Senevirathne, Piyumal Demotte, Binod Karunanayake, Udyogi Munasinghe, Surangika Ranathunga:
Sentiment Analysis for Sinhala Language using Deep Learning Techniques. CoRR abs/2011.07280 (2020)
2010 – 2019
- 2019
- [j2]Pushpak Bhattacharyya, Hema A. Murthy, Surangika Ranathunga, Ranjiva Munasinghe:
Indic language computing. Commun. ACM 62(11): 70-75 (2019) - [c41]Yohan Karunanayake, Uthayasanker Thayasivam, Surangika Ranathunga:
Transfer Learning Based Free-Form Speech Command Classification for Low-Resource Languages. ACL (2) 2019: 288-294 - [c40]Yohan Karunanayake, Uthayasanker Thayasivam, Surangika Ranathunga:
Sinhala and Tamil Speech Intent Identification From English Phoneme Based ASR. IALP 2019: 234-239 - [c39]Vijini Liyanage, Surangika Ranathunga:
A Multi-language Platform for Generating Algebraic Mathematical Word Problems. ICIIS 2019: 332-337 - [c38]Deshani Geethika, Malith Jayasinghe, Yasas Gunarathne, Thilina Ashen Gamage, Sudaraka Jayathilaka, Surangika Ranathunga, Srinath Perera:
Anomaly Detection in High-Performance API Gateways. HPCS 2019: 995-1001 - [c37]Sakthithasan Rajpirathap, Surangika Ranathunga:
Model Answer Generation for Word-Type Questions in Elementary Mathematics. NLDB 2019: 17-28 - [c36]Kulakshi Fernando, Surangika Ranathunga, Gihan Dias:
Mathematical Expression Extraction from Unstructured Plain Text. NLDB 2019: 312-320 - [i2]Vijini Liyanage, Surangika Ranathunga:
A Multi-language Platform for Generating Algebraic Mathematical Word Problems. CoRR abs/1912.01110 (2019) - 2018
- [c35]Tharindu Kumarage, Nadun De Silva, Malsha Ranawaka, Chamal Kuruppu, Surangika Ranathunga:
Anomaly Detection in Industrial Software Systems - Using Variational Autoencoders. ICPRAM 2018: 440-447 - [c34]Janaka Chathuranga, Shanika Ediriweera, Ravindu Hasantha, Pranidhith Munasinghe, Surangika Ranathunga:
Annotating Opinions and Opinion Targets in Student Course Feedback. LREC 2018 - [c33]Fathima Farhath, Pranavan Theivendiram, Surangika Ranathunga, Sanath Jayasena, Gihan Dias:
Improving domain-specific SMT for low-resourced languages using data from different domains. LREC 2018 - [c32]Pasindu Tennage, Prabath Sandaruwan, Malith Thilakarathne, Achini Herath, Surangika Ranathunga:
Handling Rare Word Problem using Synthetic Training Data for Sinhala and Tamil Neural Machine Translation. LREC 2018 - [c31]Mokanarangan Thayaparan, Surangika Ranathunga, Uthayasanker Thayasivam:
Graph Based Semi-Supervised Learning Approach for Tamil POS tagging. LREC 2018 - 2017
- [c30]L. H. C. Prabodha, W. R. R. Vithanage, L. T. Ranaweera, D. M. M. A. I. B. Dissanayake, Surangika Ranathunga:
Monitoring Health of Large Scale Software Systems Using Drift Detection Techniques. CISIS 2017: 152-163 - [c29]Rrubaa Panchendrarajan, Nazick Ahamed, Prakhash Sivakumar, Brunthavan Murugaiah, Surangika Ranathunga, Akila Pemasiri:
Eatery: A Multi-Aspect Restaurant Rating System. HT 2017: 225-234 - [c28]Pasindu Tennage, Prabath Sandaruwan, Malith Thilakarathne, Achini Herath, Surangika Ranathunga, Sanath Jayasena, Gihan Dias:
Neural machine translation for sinhala and tamil languages. IALP 2017: 189-192 - [c27]J. C. S. Kadupitiya, Surangika Ranathunga, Gihan Dias:
Assessment and Error Identification of Answers to Mathematical Word Problems. ICALT 2017: 55-59 - [c26]Buddhiprabha Erabadda, Surangika Ranathunga, Gihan Dias:
Automatic Identification of Errors in Multi-step Answers to Algebra Questions. ICALT 2017: 215-219 - [c25]Buddhima S. Wijeweera, Gihan Dias, Surangika Ranathunga:
Automatic Assessment of Student Answers for Geometric Construction Questions. ICALT 2017: 238-242 - [c24]Diunuge Buddhika Wijesinghe, J. C. S. Kadupitiya, Surangika Ranathunga, Gihan Dias:
Automatic Assessment of Student Answers Consisting of Venn and Euler Diagrams. ICALT 2017: 243-247 - [c23]Rajith Priyanga, Surangika Ranathunga, Gihan Dias:
Sinhala Word Joiner. ICON 2017: 220-226 - [c22]Janaka Chathuranga, Shanika Ediriweera, Pranidhith Munasinghe, Ravindu Hasantha, Surangika Ranathunga:
Opinion Target Extraction for Student Course Feedback. ROCLING 2017: 295-307 - [c21]Nadheesh Jihan, Yasas Senarath, Dulanjaya Tennekoon, Mithila Wickramarathne, Surangika Ranathunga:
Multi-Domain Aspect Extraction Using Support Vector Machines. ROCLING 2017: 308-322 - 2016
- [c20]Pranavan Theivendiram, Megala Uthayakumar, Nilusija Nadarasamoorthy, Mokanarangan Thayaparan, Sanath Jayasena, Gihan Dias, Surangika Ranathunga:
Named-Entity-Recognition (NER) for Tamil Language Using Margin-Infused Relaxed Algorithm (MIRA). CICLing (1) 2016: 465-476 - [c19]Buddhiprabha Erabadda, Surangika Ranathunga, Gihan Dias:
Computer Aided Evaluation of Multi-Step Answers to Algebra Questions. ICALT 2016: 199-201 - [c18]Madhuka Udantha, Surangika Ranathunga, Gihan Dias:
An Episode-based Approach to Identify Website User Access Patterns. ICPRAM 2016: 343-350 - [c17]Mokanarangan Thayaparan, Pranavan Theivendiram, Megala Uthayakumar, Nilusija Nadarasamoorthy, Gihan Dias, Sanath Jayasena, Surangika Ranathunga:
Tamil Morphological Analyzer Using Support Vector Machines. NLDB 2016: 15-23 - [c16]Rrubaa Panchendrarajan, Nazick Ahamed, Brunthavan Murugaiah, Prakhash Sivakumar, Surangika Ranathunga, Akila Pemasiri:
Implicit Aspect Detection in Restaurant Reviews using Cooccurence of Words. WASSA@NAACL-HLT 2016: 128-136 - [c15]Kiruparan Balachandran, Surangika Ranathunga:
Domain-Specific Term Extraction for Concept Identification in Ontology Construction. WI 2016: 34-41 - [c14]J. C. S. Kadupitiya, Surangika Ranathunga, Gihan Dias:
Sinhala Short Sentence Similarity Calculation using Corpus-Based and Knowledge-Based Similarity Measures. WSSANLP@COLING 2016: 44-53 - [c13]Riyafa Abdul Hameed, Nadeeshani Pathirennehelage, Anusha Ihalapathirana, Maryam Ziyad Mohamed, Surangika Ranathunga, Sanath Jayasena, Gihan Dias, Sandareka Fernando:
Automatic Creation of a Sentence Aligned Sinhala-Tamil Parallel Corpus. WSSANLP@COLING 2016: 124-132 - [c12]Sandareka Fernando, Surangika Ranathunga, Sanath Jayasena, Gihan Dias:
Comprehensive Part-Of-Speech Tag Set and SVM based POS Tagger for Sinhala. WSSANLP@COLING 2016: 173-182 - 2015
- [c11]Stephen Cranefield, Surangika Ranathunga:
Handling Agent Perception in Heterogeneous Distributed Systems: A Policy-Based Approach. COORDINATION 2015: 169-185 - [c10]Malinda Kumarasinghe, Geeth Tharanga, Lasitha Weerasinghe, Ujitha Wickramarathna, Surangika Ranathunga:
VISIRI - Distributed Complex Event Processing System for Handling Large Number of Queries. COORDINATION 2015: 230-245 - [c9]Burusothman Ahiladas, Paraneetharan Saravanaperumal, Sanjith Balachandran, Thamayanthy Sripalan, Surangika Ranathunga:
Ruchi: Rating Individual Food Items in Restaurant Reviews. ICON 2015: 209-214 - [c8]Sudheera Palihakkara, Dammina Sahabandu, Ahsan Shamsudeen, Chamika Bandara, Surangika Ranathunga:
Dialogue Act Recognition for Text-based Sinhala. ICON 2015: 367-375 - 2013
- [c7]Stephen Cranefield, Surangika Ranathunga:
Embedding Agents in Business Processes Using Enterprise Integration Patterns. EMAS@AAMAS 2013: 97-116 - [c6]Stephen Cranefield, Surangika Ranathunga:
Embedding agents in business applications using enterprise integration patterns. AAMAS 2013: 1223-1224 - [i1]Stephen Cranefield, Surangika Ranathunga:
Embedding agents in business applications using enterprise integration patterns. CoRR abs/1302.1937 (2013) - 2012
- [j1]Surangika Ranathunga, Stephen Cranefield, Martin K. Purvis:
Identifying Events Taking Place in Second Life Virtual Environments. Appl. Artif. Intell. 26(1-2): 137-181 (2012) - [c5]Surangika Ranathunga, Stephen Cranefield:
Expectation and complex event handling in BDI-based intelligent virtual agents (demonstration). AAMAS 2012: 1491-1492 - [c4]Surangika Ranathunga, Stephen Cranefield:
Improving Situation Awareness in Intelligent Virtual Agents. CAVE 2012: 134-148 - 2011
- [c3]Surangika Ranathunga, Stephen Cranefield, Martin K. Purvis:
Interfacing a Cognitive Agent Platform with Second Life. AEGS 2011: 1-21 - [c2]Surangika Ranathunga, Stephen Cranefield, Martin K. Purvis:
Interfacing a cognitive agent platform with a virtual world: a case study using Second Life. AAMAS 2011: 1181-1182 - [c1]Surangika Ranathunga, Stephen Cranefield, Martin K. Purvis:
Integrating Expectation Monitoring into BDI Agents. ProMAS 2011: 74-91
Coauthor Index
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