Surangika Ranathunga

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 71

Top Topics

Machine Translation

Parallel Corpora

Source Language

Top Venues

Publications

Bastin Tony Roy Savarimuthu, Surangika Ranathunga, Stephen Cranefield
Harnessing the power of LLMs for normative reasoning in MASs. CoRR (2024)
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 (2024)
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 (2024)
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 (2024)
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)
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 (2024)
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 (2024)
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 (2024)
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) (2024)
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 (2023)
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) (2023)
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) (2023)
Vinura Dhananjaya, Piyumal Demotte, Surangika Ranathunga, Sanath Jayasena
BERTifying Sinhala - A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification. CoRR (2022)
Aloka Fernando, Surangika Ranathunga
Data Augmentation to Address Out-of-Vocabulary Problem in Low-Resource Sinhala-English Neural Machine Translation. CoRR (2022)
Isuru Boyagane, Oshadha Katulanda, Surangika Ranathunga, Srinath Perera
vue4logs - Automatic Structuring of Heterogeneous Computer System Logs. CoRR (2022)
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)
Vinura Dhananjaya, Piyumal Demotte, Surangika Ranathunga, Sanath Jayasena
BERTifying Sinhala - A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification. LREC (2022)
Surangika Ranathunga, Nisansa de Silva
Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP World. CoRR (2022)
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) (2022)
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)
Missaka Herath, Kushan Chamindu, Hashan Maduwantha, Surangika Ranathunga
Dataset and Baseline for Automatic Student Feedback Analysis. LREC (2022)
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 (2022)
Piyumal Demotte, Surangika Ranathunga
Dual-State Capsule Networks for Text Classification. CoRR (2021)
Charith Rajitha, Lakmali Piyarathna, Dilan Sachintha, Surangika Ranathunga
Metric Learning in Multilingual Sentence Similarity Measurement for Document Alignment. RANLP (2021)
Surangika Ranathunga, Isuru Udara Liyanage
Sentiment Analysis of Sinhala News Comments. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20 (4) (2021)
Aloka Fernando, Surangika Ranathunga
Data Augmentation to Address Out of VocabularyProblem in Low Resource Sinhala English Neural Machine Translation. PACLIC (2021)
Shanaka S. Chathuranga, Surangika Ranathunga
Classification of Code-Mixed Text Using Capsule Networks. RANLP (2021)
Dilan Sachintha, Lakmali Piyarathna, Charith Rajitha, Surangika Ranathunga
Exploiting Parallel Corpora to Improve Multilingual Embedding based Document and Sentence Alignment. CoRR (2021)
Charith Rajitha, Lakmali Piyarathne, Dilan Sachintha, Surangika Ranathunga
Metric Learning in Multilingual Sentence Similarity Measurement for Document Alignment. CoRR (2021)
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 (2021)
Vijini Liyanage, Surangika Ranathunga
Multi-lingual Mathematical Word Problem Generation using Long Short Term Memory Networks with Enhanced Input Features. LREC (2020)
Aloka Fernando, Surangika Ranathunga, Gihan Dias
Data Augmentation and Terminology Integration for Domain-Specific Sinhala-English-Tamil Statistical Machine Translation. CoRR (2020)
Dimuthu Lakmal, Surangika Ranathunga, Saman Peramuna, Indu Herath
Word Embedding Evaluation for Sinhala. LREC (2020)
Lahiru Senevirathne, Piyumal Demotte, Binod Karunanayake, Udyogi Munasinghe, Surangika Ranathunga
Sentiment Analysis for Sinhala Language using Deep Learning Techniques. CoRR (2020)
Ishadi Jayasinghe, Surangika Ranathunga
Two-Step Memory Networks for Deep Semantic Parsing of Geometry Word Problems. SOFSEM (2020)
Vijini Liyanage, Surangika Ranathunga
A Multi-language Platform for Generating Algebraic Mathematical Word Problems. ICIIS (2019)
Yohan Karunanayake, Uthayasanker Thayasivam, Surangika Ranathunga
Sinhala and Tamil Speech Intent Identification From English Phoneme Based ASR. IALP (2019)
Kulakshi Fernando, Surangika Ranathunga, Gihan Dias
Mathematical Expression Extraction from Unstructured Plain Text. NLDB (2019)
Deshani Geethika, Malith Jayasinghe, Yasas Gunarathne, Thilina Ashen Gamage, Sudaraka Jayathilaka, Surangika Ranathunga, Srinath Perera
Anomaly Detection in High-Performance API Gateways. HPCS (2019)
Pushpak Bhattacharyya, Hema A. Murthy, Surangika Ranathunga, Ranjiva Munasinghe
Indic language computing. Commun. ACM 62 (11) (2019)
Sakthithasan Rajpirathap, Surangika Ranathunga
Model Answer Generation for Word-Type Questions in Elementary Mathematics. NLDB (2019)
Vijini Liyanage, Surangika Ranathunga
A Multi-language Platform for Generating Algebraic Mathematical Word Problems. CoRR (2019)
Yohan Karunanayake, Uthayasanker Thayasivam, Surangika Ranathunga
Transfer Learning Based Free-Form Speech Command Classification for Low-Resource Languages. ACL (2) (2019)
Janaka Chathuranga, Shanika Ediriweera, Ravindu Hasantha, Pranidhith Munasinghe, Surangika Ranathunga
Annotating Opinions and Opinion Targets in Student Course Feedback. LREC (2018)
Tharindu Kumarage, Nadun De Silva, Malsha Ranawaka, Chamal Kuruppu, Surangika Ranathunga
Anomaly Detection in Industrial Software Systems - Using Variational Autoencoders. ICPRAM (2018)
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)
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)
Mokanarangan Thayaparan, Surangika Ranathunga, Uthayasanker Thayasivam
Graph Based Semi-Supervised Learning Approach for Tamil POS tagging. LREC (2018)
Nadheesh Jihan, Yasas Senarath, Dulanjaya Tennekoon, Mithila Wickramarathne, Surangika Ranathunga
Multi-Domain Aspect Extraction Using Support Vector Machines. ROCLING (2017)
Pasindu Tennage, Prabath Sandaruwan, Malith Thilakarathne, Achini Herath, Surangika Ranathunga, Sanath Jayasena, Gihan Dias
Neural machine translation for sinhala and tamil languages. IALP (2017)
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)
Buddhima S. Wijeweera, Gihan Dias, Surangika Ranathunga
Automatic Assessment of Student Answers for Geometric Construction Questions. ICALT (2017)
Rajith Priyanga, Surangika Ranathunga, Gihan Dias
Sinhala Word Joiner. ICON (2017)
Diunuge Buddhika Wijesinghe, J. C. S. Kadupitiya, Surangika Ranathunga, Gihan Dias
Automatic Assessment of Student Answers Consisting of Venn and Euler Diagrams. ICALT (2017)
Janaka Chathuranga, Shanika Ediriweera, Pranidhith Munasinghe, Ravindu Hasantha, Surangika Ranathunga
Opinion Target Extraction for Student Course Feedback. ROCLING (2017)
Buddhiprabha Erabadda, Surangika Ranathunga, Gihan Dias
Automatic Identification of Errors in Multi-step Answers to Algebra Questions. ICALT (2017)
Rrubaa Panchendrarajan, Nazick Ahamed, Prakhash Sivakumar, Brunthavan Murugaiah, Surangika Ranathunga, Akila Pemasiri
Eatery: A Multi-Aspect Restaurant Rating System. HT (2017)
J. C. S. Kadupitiya, Surangika Ranathunga, Gihan Dias
Assessment and Error Identification of Answers to Mathematical Word Problems. ICALT (2017)
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)
Kiruparan Balachandran, Surangika Ranathunga
Domain-Specific Term Extraction for Concept Identification in Ontology Construction. WI (2016)
Madhuka Udantha, Surangika Ranathunga, Gihan Dias
An Episode-based Approach to Identify Website User Access Patterns. ICPRAM (2016)
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)
Mokanarangan Thayaparan, Pranavan Theivendiram, Megala Uthayakumar, Nilusija Nadarasamoorthy, Gihan Dias, Sanath Jayasena, Surangika Ranathunga
Tamil Morphological Analyzer Using Support Vector Machines. NLDB (2016)
J. C. S. Kadupitiya, Surangika Ranathunga, Gihan Dias
Sinhala Short Sentence Similarity Calculation using Corpus-Based and Knowledge-Based Similarity Measures. WSSANLP@COLING (2016)
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)
Buddhiprabha Erabadda, Surangika Ranathunga, Gihan Dias
Computer Aided Evaluation of Multi-Step Answers to Algebra Questions. ICALT (2016)
Sandareka Fernando, Surangika Ranathunga, Sanath Jayasena, Gihan Dias
Comprehensive Part-Of-Speech Tag Set and SVM based POS Tagger for Sinhala. WSSANLP@COLING (2016)
Sudheera Palihakkara, Dammina Sahabandu, Ahsan Shamsudeen, Chamika Bandara, Surangika Ranathunga
Dialogue Act Recognition for Text-based Sinhala. ICON (2015)
Burusothman Ahiladas, Paraneetharan Saravanaperumal, Sanjith Balachandran, Thamayanthy Sripalan, Surangika Ranathunga
Ruchi: Rating Individual Food Items in Restaurant Reviews. ICON (2015)
Stephen Cranefield, Surangika Ranathunga
Handling Agent Perception in Heterogeneous Distributed Systems: A Policy-Based Approach. COORDINATION (2015)
Malinda Kumarasinghe, Geeth Tharanga, Lasitha Weerasinghe, Ujitha Wickramarathna, Surangika Ranathunga
VISIRI - Distributed Complex Event Processing System for Handling Large Number of Queries. COORDINATION (2015)
Stephen Cranefield, Surangika Ranathunga
Embedding agents in business applications using enterprise integration patterns CoRR (2013)
Stephen Cranefield, Surangika Ranathunga
Embedding Agents in Business Processes Using Enterprise Integration Patterns. EMAS@AAMAS (2013)
Stephen Cranefield, Surangika Ranathunga
Embedding agents in business applications using enterprise integration patterns. AAMAS (2013)
Surangika Ranathunga, Stephen Cranefield
Expectation and complex event handling in BDI-based intelligent virtual agents (demonstration). AAMAS (2012)
Surangika Ranathunga, Stephen Cranefield, Martin K. Purvis
Identifying Events Taking Place in Second Life Virtual Environments. Appl. Artif. Intell. 26 (1-2) (2012)
Surangika Ranathunga, Stephen Cranefield
Improving Situation Awareness in Intelligent Virtual Agents. CAVE (2012)
Surangika Ranathunga, Stephen Cranefield, Martin K. Purvis
Interfacing a cognitive agent platform with a virtual world: a case study using Second Life. AAMAS (2011)
Surangika Ranathunga, Stephen Cranefield, Martin K. Purvis
Integrating Expectation Monitoring into BDI Agents. ProMAS (2011)
Surangika Ranathunga, Stephen Cranefield, Martin K. Purvis
Interfacing a Cognitive Agent Platform with Second Life. AEGS (2011)