Nisansa de Silva

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 70

Top Topics

Named Entity Recognition

Natural Language Processing

Top Venues

J. Data Intell.

Publications

Aravinth Sivaganeshan, Nisansa de Silva
Fine Tuning Named Entity Extraction Models for the Fantasy Domain. 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)
Kushan Hewapathirana, Nisansa de Silva, C. D. Athuraliya
M2DS: Multilingual Dataset for Multi-document Summarisation. 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. CoRR (2024)
Gayashan Weerasundara, Nisansa de Silva
A Multi-Stage Approach to Image Consistency in Zero-Shot Character Art Generation for the D&D Domain. ICAART (3) (2024)
Dineth Jayakody, Koshila Isuranda, A V. A Malkith, Nisansa de Silva, Sachintha Rajith Ponnamperuma, G. G. N. Sandamali, K. L. K. Sudheera
Aspect-Based Sentiment Analysis Techniques: A Comparative Study. CoRR (2024)
Akila Peiris, Nisansa de Silva
SHADE: Semantic Hypernym Annotator for Domain-specific Entities - DnD Domain Use Case. CoRR (2024)
Gayashan Weerasundara, Nisansa de Silva
Comparative Analysis of Named Entity Recognition in the Dungeons and Dragons Domain. RANLP (2023)
Kasun Wickramasinghe, Nisansa de Silva
Sinhala-English Parallel Word Dictionary Dataset. CoRR (2023)
Kasun Wickramasinghe, Nisansa de Silva
Sinhala-English Word Embedding Alignment: Introducing Datasets and Benchmark for a Low Resource Language. PACLIC (2023)
Kushan Hewapathirana, Nisansa de Silva, C. D. Athuraliya
Multi-Document Summarization: A Comparative Evaluation. ICIIS (2023)
Akila Peiris, Nisansa de Silva
SHADE: Semantic Hypernym Annotator for Domain-Specific Entities - Dungeons and Dragons Domain Use Case. ICIIS (2023)
Kasun Wickramasinghe, Nisansa de Silva
Sinhala-English Parallel Word Dictionary Dataset. ICIIS (2023)
Kushan Hewapathirana, Nisansa de Silva, C. D. Athuraliya
Multi-document Summarization: A Comparative Evaluation. CoRR (2023)
Gayashan Weerasundara, Nisansa de Silva
Comparative Analysis of Named Entity Recognition in the Dungeons and Dragons Domain. CoRR (2023)
Kasun Wickramasinghe, Nisansa de Silva
Sinhala-English Word Embedding Alignment: Introducing Datasets and Benchmark for a Low Resource Language. CoRR (2023)
Akila Peiris, Nisansa de Silva
Synthesis and Evaluation of a Domain-specific Large Data Set for Dungeons & Dragons. CoRR (2022)
Isanka Rajapaksha, Chanika Ruchini Mudalige, Dilini Karunarathna, Nisansa de Silva, Gathika Ratnayaka, Amal Shehan Perera
SigmaLaw PBSA - A Deep Learning Approach For Aspect Based Sentiment Analysis in Legal Opinion Texts. J. Data Intell. 3 (1) (2022)
Chamodi Samarawickrama, Melonie de Almeida, Nisansa de Silva, Gathika Ratnayaka, Amal Shehan Perera
Legal Party Extraction from Legal Opinion Texts Using Recurrent Deep Neural Networks. J. Data Intell. 3 (3) (2022)
Akila Peiris, Nisansa de Silva
Synthesis and Evaluation of a Domain-specific Large Data Set for Dungeons & Dragons. PACLIC (2022)
Nisansa de Silva
Selecting Seed Words for Wordle using Character Statistics. CoRR (2022)
Gihan Weeraprameshwara, Vihanga Jayawickrama, Nisansa de Silva, Yudhanjaya Wijeratne
Sinhala Sentence Embedding: A Two-Tiered Structure for Low-Resource Languages. CoRR (2022)
Gihan Weeraprameshwara, Vihanga Jayawickrama, Nisansa de Silva, Yudhanjaya Wijeratne
Sentiment Analysis with Deep Learning Models: A Comparative Study on a Decade of Sinhala Language Facebook Data. AIEE (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)
Gihan Weeraprameshwara, Vihanga Jayawickrama, Nisansa de Silva, Yudhanjaya Wijeratne
Sentiment Analysis with Deep Learning Models: A Comparative Study on a Decade of Sinhala Language Facebook Data. CoRR (2022)
Dushan Kumarasinghe, Nisansa de Silva
Automatic Generation of Abstracts for Research Papers. ROCLING (2022)
Gathika Ratnayaka, Nisansa de Silva, Amal Shehan Perera, Gayan Kavirathne, Thirasara Ariyarathna, Anjana Wijesinghe
Context Sensitive Verb Similarity Dataset for Legal Information Extraction. Data 7 (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)
Gihan Weeraprameshwara, Vihanga Jayawickrama, Nisansa de Silva, Yudhanjaya Wijeratne
Sinhala Sentence Embedding: A Two-Tiered Structure for Low-Resource Languages. PACLIC (2022)
Sahan Jayasinghe, Lakith Rambukkanage, Ashan Silva, Nisansa de Silva, Amal Shehan Perera
Legal Case Winning Party Prediction With Domain Specific Auxiliary Models. ROCLING (2022)
Julia Kreutzer, Isaac Caswell, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote, Monang Setyawan, Supheakmungkol Sarin, Sokhar Samb, Benoît Sagot, Clara Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei, Pedro Javier Ortiz Suárez, Iroro Orife, Kelechi Ogueji, Andre Niyongabo Rubungo, Toan Q. Nguyen, Mathias Müller, André Müller, Shamsuddeen Hassan Muhammad, Nanda Muhammad, Ayanda Mnyakeni, Jamshidbek Mirzakhalov, Tapiwanashe Matangira, Colin Leong, Nze Lawson, Sneha Kudugunta, Yacine Jernite, Mathias Jenny, Orhan Firat, Bonaventure F. P. Dossou, Sakhile Dlamini, Nisansa de Silva, Sakine Çabuk Balli, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur Bapna, Pallavi Baljekar, Israel Abebe Azime, Ayodele Awokoya, Duygu Ataman, Orevaoghene Ahia, Oghenefego Ahia, Sweta Agrawal, Mofetoluwa Adeyemi
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. Trans. Assoc. Comput. Linguistics 10 (2022)
Sahan Jayasinghe, Lakith Rambukkanage, Ashan Silva, Nisansa de Silva, Shehan Perera, Madhavi Perera
Learning Sentence Embeddings In The Legal Domain with Low Resource Settings. PACLIC (2022)
Nisansa de Silva, Dejing Dou
Semantic Oppositeness Assisted Deep Contextual Modeling for Automatic Rumor Detection in Social Networks. EACL (2021)
Sahan Jayasinghe, Lakith Rambukkanage, Ashan Silva, Nisansa de Silva, Amal Shehan Perera
Critical Sentence Identification in Legal Cases Using Multi-Class Classification. CoRR (2021)
Sahan Jayasinghe, Lakith Rambukkanage, Ashan Silva, Nisansa de Silva, Amal Shehan Perera
Critical Sentence Identification in Legal Cases Using Multi-Class Classification. ICIIS (2021)
Melonie de Almeida, Chamodi Samarawickrama, Nisansa de Silva, Gathika Ratnayaka, Amal Shehan Perera
Identifying Legal Party Members from Legal Opinion Documents using Natural Language Processing. iiWAS (2021)
Isaac Caswell, Julia Kreutzer, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote, Monang Setyawan, Supheakmungkol Sarin, Sokhar Samb, Benoît Sagot, Clara Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei, Pedro Javier Ortiz Suárez, Iroro Orife, Kelechi Ogueji, Rubungo Andre Niyongabo, Toan Q. Nguyen, Mathias Müller, André Müller, Shamsuddeen Hassan Muhammad, Nanda Muhammad, Ayanda Mnyakeni, Jamshidbek Mirzakhalov, Tapiwanashe Matangira, Colin Leong, Nze Lawson, Sneha Kudugunta, Yacine Jernite, Mathias Jenny, Orhan Firat, Bonaventure F. P. Dossou, Sakhile Dlamini, Nisansa de Silva, Sakine Çabuk Balli, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur Bapna, Pallavi Baljekar, Israel Abebe Azime, Ayodele Awokoya, Duygu Ataman, Orevaoghene Ahia, Oghenefego Ahia, Sweta Agrawal, Mofetoluwa Adeyemi
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. CoRR (2021)
Vihanga Jayawickrama, Gihan Weeraprameshwara, Nisansa de Silva, Yudhanjaya Wijeratne
Seeking Sinhala Sentiment: Predicting Facebook Reactions of Sinhala Posts. CoRR (2021)
Isanka Rajapaksha, Chanika Ruchini Mudalige, Dilini Karunarathna, Nisansa de Silva, Amal Shehan Perera, Gathika Ratnayaka
Sigmalaw PBSA - A Deep Learning Model for Aspect-Based Sentiment Analysis for the Legal Domain. DEXA (1) (2021)
Sabin Kafle, Nisansa de Silva, Dejing Dou
An Overview of Utilizing Knowledge Bases in Neural Networks for Question Answering. Inf. Syst. Frontiers 22 (5) (2020)
Chanika Ruchini Mudalige, Dilini Karunarathna, Isanka Rajapaksha, Nisansa de Silva, Gathika Ratnayaka, Amal Shehan Perera, Ramesh Pathirana
SigmaLaw-ABSA: Dataset for Aspect-Based Sentiment Analysis in Legal Opinion Texts. ICIIS (2020)
Qiuhao Lu, Nisansa de Silva, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Berthold Reinwald, Yunyao Li
Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization. COLING (2020)
Gathika Ratnayaka, Nisansa de Silva, Amal Shehan Perera, Ramesh Pathirana
Effective Approach to Develop a Sentiment Annotator For Legal Domain in a Low Resource Setting. PACLIC (2020)
Chanika Ruchini Mudalige, Dilini Karunarathna, Isanka Rajapaksha, Nisansa de Silva, Gathika Ratnayaka, Amal Shehan Perera, Ramesh Pathirana
SigmaLaw-ABSA: Dataset for Aspect-Based Sentiment Analysis in Legal Opinion Texts. CoRR (2020)
Yudhanjaya Wijeratne, Nisansa de Silva
Sinhala Language Corpora and Stopwords from a Decade of Sri Lankan Facebook. CoRR (2020)
Chamodi Samarawickrama, Melonie de Almeida, Nisansa de Silva, Gathika Ratnayaka, Amal Shehan Perera
Party Identification of Legal Documents using Co-reference Resolution and Named Entity Recognition. ICIIS (2020)
Gathika Ratnayaka, Nisansa de Silva, Amal Shehan Perera, Ramesh Pathirana
Effective Approach to Develop a Sentiment Annotator For Legal Domain in a Low Resource Setting. CoRR (2020)
Isanka Rajapaksha, Chanika Ruchini Mudalige, Dilini Karunarathna, Nisansa de Silva, Gathika Ratnayaka, Amal Shehan Perera
Rule-Based Approach for Party-Based Sentiment Analysis in Legal Opinion Texts. CoRR (2020)
Gathika Ratnayaka, Thejan Rupasinghe, Nisansa de Silva, Viraj Salaka Gamage, Menuka Warushavithana, Amal Shehan Perera
Shift-of-Perspective Identification within Legal Cases. ASAIL@ICAIL (2019)
Gathika Ratnayaka, Thejan Rupasinghe, Nisansa de Silva, Viraj Salaka Gamage, Menuka Warushavithana, Amal Shehan Perera
Shift-of-Perspective Identification Within Legal Cases. CoRR (2019)
Qiuhao Lu, Nisansa de Silva, Sabin Kafle, Jiazhen Cao, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Brent Hailpern, Berthold Reinwald, Yunyao Li
Learning Electronic Health Records through Hyperbolic Embedding of Medical Ontologies. BCB (2019)
Nisansa de Silva
Survey on Publicly Available Sinhala Natural Language Processing Tools and Research. CoRR (2019)
Nisansa de Silva, Dejing Dou
Semantic Oppositeness Embedding Using an Autoencoder-Based Learning Model. DEXA (1) (2019)
Sabin Kafle, Nisansa de Silva, Dejing Dou
An Overview of Utilizing Knowledge Bases in Neural Networks for Question Answering. IRI (2019)
Pengwei Wang, Dejing Dou, Fangzhao Wu, Nisansa de Silva, Lianwen Jin
Logic Rules Powered Knowledge Graph Embedding. CoRR (2019)
Viraj Salaka Gamage, Menuka Warushavithana, Nisansa de Silva, Amal Shehan Perera, Gathika Ratnayaka, Thejan Rupasinghe
Fast Approach to Build an Automatic Sentiment Annotator for Legal Domain using Transfer Learning. WASSA@EMNLP (2018)
Viraj Gamage, Menuka Warushavithana, Nisansa de Silva, Amal Shehan Perera, Gathika Ratnayaka, Thejan Rupasinghe
Fast Approach to Build an Automatic Sentiment Annotator for Legal Domain using Transfer Learning. CoRR (2018)
Pengwei Wang, Lei Ji, Jun Yan, Dejing Dou, Nisansa de Silva, Yong Zhang, Lianwen Jin
Concept and Attention-Based CNN for Question Retrieval in Multi-View Learning. ACM Trans. Intell. Syst. Technol. 9 (4) (2018)
Gathika Ratnayaka, Thejan Rupasinghe, Nisansa de Silva, Menuka Warushavithana, Viraj Gamage, Amal Shehan Perera
Identifying Relationships Among Sentences in Court Case Transcripts Using Discourse Relations. CoRR (2018)
Keet Sugathadasa, Buddhi Ayesha, Nisansa de Silva, Amal Shehan Perera, Vindula Jayawardana, Dimuthu Lakmal, Madhavi Perera
Legal Document Retrieval using Document Vector Embeddings and Deep Learning. CoRR (2018)
Keet Sugathadasa, Buddhi Ayesha, Nisansa de Silva, Amal Shehan Perera, Vindula Jayawardana, Dimuthu Lakmal, Madhavi Perera
Synergistic Union of Word2Vec and Lexicon for Domain Specific Semantic Similarity. CoRR (2017)
Fernando Gutierrez, Dejing Dou, Nisansa de Silva, Stephen Fickas
Online Reasoning for Semantic Error Detection in Text. J. Data Semant. 6 (3) (2017)
Nisansa de Silva, Danaja Maldeniya, Chamilka Wijeratne
Subject Specific Stream Classification Preprocessing Algorithm for Twitter Data Stream. CoRR (2017)
Vindula Jayawardana, Dimuthu Lakmal, Nisansa de Silva, Amal Shehan Perera, Keet Sugathadasa, Buddhi Ayesha, Madhavi Perera
Semi-Supervised Instance Population of an Ontology using Word Vector Embeddings. CoRR (2017)
Nisansa de Silva, Dejing Dou, Jingshan Huang
Discovering Inconsistencies in PubMed Abstracts through Ontology-Based Information Extraction. BCB (2017)
Keet Sugathadasa, Buddhi Ayesha, Nisansa de Silva, Amal Shehan Perera, Vindula Jayawardana, Dimuthu Lakmal, Madhavi Perera
Synergistic union of Word2Vec and lexicon for domain specific semantic similarity. ICIIS (2017)
Vindula Jayawardana, Dimuthu Lakmal, Nisansa de Silva, Amal Shehan Perera, Keet Sugathadasa, Buddhi Ayesha
Deriving a Representative Vector for Ontology Classes with Instance Word Vector Embeddings. CoRR (2017)
Jingshan Huang, Karen Eilbeck, Barry Smith, Judith A. Blake, Dejing Dou, Weili Huang, Darren A. Natale, Alan Ruttenberg, Jun Huan, Michael T. Zimmermann, Guoqian Jiang, Yu Lin, Bin Wu, Harrison J. Strachan, Nisansa de Silva, Mohan Vamsi Kasukurthi, Vikash Kumar Jha, Yongqun He, Shaojie Zhang, Xiaowei Wang, Zixing Liu, Glen M. Borchert, Ming Tan
The development of non-coding RNA ontology. Int. J. Data Min. Bioinform. 15 (3) (2016)
Jingshan Huang, Fernando Gutierrez, Harrison J. Strachan, Dejing Dou, Weili Huang, Barry Smith, Judith A. Blake, Karen Eilbeck, Darren A. Natale, Yu Lin, Bin Wu, Nisansa de Silva, Xiaowei Wang, Zixing Liu, Glen M. Borchert, Ming Tan, Alan Ruttenberg
OmniSearch: a semantic search system based on the Ontology for MIcroRNA Target (OMIT) for microRNA-target gene interaction data. J. Biomed. Semant. 7 (2016)
Indeewari Wijesiri, Malaka Gallage, Buddhika Gunathilaka, Madhuranga Lakjeewa, Daya C. Wimalasuriya, Gihan Dias, Rohini Paranavithana, Nisansa de Silva
Building a WordNet for Sinhala. GWC (2014)