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Nisansa de Silva
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2020 – today
- 2024
- [c30]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 - [c29]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: 235-242 - [i32]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) - [i31]Aravinth Sivaganeshan, Nisansa de Silva:
Fine Tuning Named Entity Extraction Models for the Fantasy Domain. CoRR abs/2402.10662 (2024) - [i30]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) - [i29]Akila Peiris, Nisansa de Silva:
SHADE: Semantic Hypernym Annotator for Domain-specific Entities - DnD Domain Use Case. CoRR abs/2407.00407 (2024) - [i28]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 abs/2407.02834 (2024) - [i27]Kushan Hewapathirana, Nisansa de Silva, C. D. Athuraliya:
M2DS: Multilingual Dataset for Multi-document Summarisation. CoRR abs/2407.12336 (2024) - 2023
- [c28]Akila Peiris, Nisansa de Silva:
SHADE: Semantic Hypernym Annotator for Domain-Specific Entities - Dungeons and Dragons Domain Use Case. ICIIS 2023: 1-6 - [c27]Kushan Hewapathirana, Nisansa de Silva, C. D. Athuraliya:
Multi-Document Summarization: A Comparative Evaluation. ICIIS 2023: 19-24 - [c26]Kasun Wickramasinghe, Nisansa de Silva:
Sinhala-English Parallel Word Dictionary Dataset. ICIIS 2023: 61-66 - [c25]Kasun Wickramasinghe, Nisansa de Silva:
Sinhala-English Word Embedding Alignment: Introducing Datasets and Benchmark for a Low Resource Language. PACLIC 2023: 424-435 - [c24]Gayashan Weerasundara, Nisansa de Silva:
Comparative Analysis of Named Entity Recognition in the Dungeons and Dragons Domain. RANLP 2023: 1225-1233 - [i26]Kasun Wickramasinghe, Nisansa de Silva:
Sinhala-English Parallel Word Dictionary Dataset. CoRR abs/2308.02234 (2023) - [i25]Kushan Hewapathirana, Nisansa de Silva, C. D. Athuraliya:
Multi-document Summarization: A Comparative Evaluation. CoRR abs/2309.04951 (2023) - [i24]Gayashan Weerasundara, Nisansa de Silva:
Comparative Analysis of Named Entity Recognition in the Dungeons and Dragons Domain. CoRR abs/2309.17171 (2023) - [i23]Kasun Wickramasinghe, Nisansa de Silva:
Sinhala-English Word Embedding Alignment: Introducing Datasets and Benchmark for a Low Resource Language. CoRR abs/2311.10436 (2023) - 2022
- [j9]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): 87 (2022) - [j8]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): 101-115 (2022) - [j7]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): 350-365 (2022) - [j6]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: 50-72 (2022) - [c23]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: 16-22 - [c22]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 - [c21]Gihan Weeraprameshwara, Vihanga Jayawickrama, Nisansa de Silva, Yudhanjaya Wijeratne:
Sinhala Sentence Embedding: A Two-Tiered Structure for Low-Resource Languages. PACLIC 2022: 325-336 - [c20]Akila Peiris, Nisansa de Silva:
Synthesis and Evaluation of a Domain-specific Large Data Set for Dungeons & Dragons. PACLIC 2022: 415-424 - [c19]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: 494-502 - [c18]Sahan Jayasinghe, Lakith Rambukkanage, Ashan Silva, Nisansa de Silva, Amal Shehan Perera:
Legal Case Winning Party Prediction With Domain Specific Auxiliary Models. ROCLING 2022: 205-213 - [c17]Dushan Kumarasinghe, Nisansa de Silva:
Automatic Generation of Abstracts for Research Papers. ROCLING 2022: 221-229 - [i22]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 abs/2201.03941 (2022) - [i21]Nisansa de Silva:
Selecting Seed Words for Wordle using Character Statistics. CoRR abs/2202.03457 (2022) - [i20]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) - [i19]Gihan Weeraprameshwara
, Vihanga Jayawickrama, Nisansa de Silva, Yudhanjaya Wijeratne:
Sinhala Sentence Embedding: A Two-Tiered Structure for Low-Resource Languages. CoRR abs/2210.14472 (2022) - [i18]Akila Peiris, Nisansa de Silva:
Synthesis and Evaluation of a Domain-specific Large Data Set for Dungeons & Dragons. CoRR abs/2212.09080 (2022) - 2021
- [c16]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: 125-137 - [c15]Nisansa de Silva, Dejing Dou:
Semantic Oppositeness Assisted Deep Contextual Modeling for Automatic Rumor Detection in Social Networks. EACL 2021: 405-415 - [c14]Sahan Jayasinghe, Lakith Rambukkanage, Ashan Silva, Nisansa de Silva, Amal Shehan Perera:
Critical Sentence Identification in Legal Cases Using Multi-Class Classification. ICIIS 2021: 146-151 - [c13]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: 259-266 - [i17]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. AfricaNLP 2021 - [i16]Sahan Jayasinghe, Lakith Rambukkanage, Ashan Silva, Nisansa de Silva, Amal Shehan Perera:
Critical Sentence Identification in Legal Cases Using Multi-Class Classification. CoRR abs/2111.05721 (2021) - [i15]Vihanga Jayawickrama, Gihan Weeraprameshwara, Nisansa de Silva, Yudhanjaya Wijeratne:
Seeking Sinhala Sentiment: Predicting Facebook Reactions of Sinhala Posts. CoRR abs/2112.00468 (2021) - 2020
- [j5]Sabin Kafle
, Nisansa de Silva, Dejing Dou:
An Overview of Utilizing Knowledge Bases in Neural Networks for Question Answering. Inf. Syst. Frontiers 22(5): 1095-1111 (2020) - [c12]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: 545-555 - [c11]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: 488-493 - [c10]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: 494-499 - [c9]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: 252-260 - [i14]Yudhanjaya Wijeratne, Nisansa de Silva:
Sinhala Language Corpora and Stopwords from a Decade of Sri Lankan Facebook. CoRR abs/2007.07884 (2020) - [i13]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 abs/2011.00318 (2020) - [i12]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 abs/2011.05675 (2020) - [i11]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 abs/2011.06326 (2020)
2010 – 2019
- 2019
- [c8]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: 338-346 - [c7]Nisansa de Silva
, Dejing Dou
:
Semantic Oppositeness Embedding Using an Autoencoder-Based Learning Model. DEXA (1) 2019: 159-174 - [c6]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 - [c5]Sabin Kafle, Nisansa de Silva, Dejing Dou:
An Overview of Utilizing Knowledge Bases in Neural Networks for Question Answering. IRI 2019: 326-333 - [i10]Pengwei Wang, Dejing Dou, Fangzhao Wu, Nisansa de Silva, Lianwen Jin:
Logic Rules Powered Knowledge Graph Embedding. CoRR abs/1903.03772 (2019) - [i9]Nisansa de Silva:
Survey on Publicly Available Sinhala Natural Language Processing Tools and Research. CoRR abs/1906.02358 (2019) - [i8]Gathika Ratnayaka, Thejan Rupasinghe, Nisansa de Silva, Viraj Salaka Gamage, Menuka Warushavithana, Amal Shehan Perera:
Shift-of-Perspective Identification Within Legal Cases. CoRR abs/1906.02430 (2019) - 2018
- [j4]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): 41:1-41:24 (2018) - [c4]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: 260-265 - [i7]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 abs/1805.10685 (2018) - [i6]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 abs/1809.03416 (2018) - [i5]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 abs/1810.01912 (2018) - 2017
- [j3]Fernando Gutierrez, Dejing Dou
, Nisansa de Silva
, Stephen Fickas:
Online Reasoning for Semantic Error Detection in Text. J. Data Semant. 6(3): 139-153 (2017) - [c3]Nisansa de Silva
, Dejing Dou, Jingshan Huang:
Discovering Inconsistencies in PubMed Abstracts through Ontology-Based Information Extraction. BCB 2017: 362-371 - [c2]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: 1-6 - [i4]Nisansa de Silva, Danaja Maldeniya, Chamilka Wijeratne:
Subject Specific Stream Classification Preprocessing Algorithm for Twitter Data Stream. CoRR abs/1705.09995 (2017) - [i3]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 abs/1706.01967 (2017) - [i2]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 abs/1706.02909 (2017) - [i1]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 abs/1709.02911 (2017) - 2016
- [j2]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: 25 (2016) - [j1]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): 214-232 (2016) - 2014
- [c1]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: 100-108
Coauthor Index
aka: Amal Shehan Perera
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