Danushka Bollegala

Most-cited papers

Debiasing Pre-trained Contextualised Embeddings
Masahiro Kaneko, Danushka Bollegala
2021Conference of the European Chapter of the Association for Computational Linguistics169 citations Open access
Semantic Scholar
Explanation in AI and law: Past, present and future
Katie Atkinson, Trevor J. M. Bench-Capon, Danushka Bollegala
2020Artificial Intelligence166 citations Open access
Semantic Scholar
Gender-preserving Debiasing for Pre-trained Word Embeddings
Masahiro Kaneko, Danushka Bollegala
2019Annual Meeting of the Association for Computational Linguistics138 citations Open access
Semantic Scholar
“Touching to See” and “Seeing to Feel”: Robotic Cross-modal Sensory Data Generation for Visual-Tactile Perception
Jet-Tsyn Lee, Danushka Bollegala, Shan Luo
2019IEEE International Conference on Robotics and Automation118 citations Open access
Semantic Scholar
Cross-Domain Sentiment Classification Using Sentiment Sensitive Embeddings
Danushka Bollegala, Tingting Mu, J. Y. Goulermas
2016IEEE Transactions on Knowledge and Data Engineering109 citations
Semantic Scholar
Frustratingly Easy Meta-Embedding – Computing Meta-Embeddings by Averaging Source Word Embeddings
Joshua M. Coates, Danushka Bollegala
2018North American Chapter of the Association for Computational Linguistics90 citations Open access
Semantic Scholar
DeepGraphMolGen, a multi-objective, computational strategy for generating molecules with desirable properties: a graph convolution and reinforcement learning approach
Yash Khemchandani, S. O'Hagan, S. Samanta, Neil Swainston +3 more
2020Journal of Cheminformatics65 citations Open access
Semantic Scholar
Spatio-temporal Attention Model for Tactile Texture Recognition
Guan-Qun Cao, Yi Zhou, Danushka Bollegala, Shan Luo
2020IEEE/RJS International Conference on Intelligent RObots and Systems62 citations Open access
Semantic Scholar
Tree-Structured Neural Topic Model
Masaru Isonuma, Junichiro Mori, Danushka Bollegala, I. Sakata
2020Annual Meeting of the Association for Computational Linguistics54 citations Open access
Semantic Scholar
Learning Word Meta-Embeddings by Autoencoding
Danushka Bollegala, C. Bao
2018International Conference on Computational Linguistics49 citations
Semantic Scholar
Graph Convolution over Multiple Dependency Sub-graphs for Relation Extraction
Angrosh Mandya, Danushka Bollegala, Frans Coenen
2020International Conference on Computational Linguistics43 citations Open access
Semantic Scholar
Causality Patterns for Detecting Adverse Drug Reactions From Social Media: Text Mining Approach
Danushka Bollegala, Simon Maskell, R. Sloane, J. Hajne +1 more
2018JMIR Public Health and Surveillance42 citations Open access
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Think Globally, Embed Locally - Locally Linear Meta-embedding of Words
Danushka Bollegala, Kohei Hayashi, K. Kawarabayashi
2017International Joint Conference on Artificial Intelligence41 citations Open access
Semantic Scholar
Jointly learning word embeddings using a corpus and a knowledge base
Mohammed Alsuhaibani, Danushka Bollegala, Takanori Maehara, K. Kawarabayashi
2018PLoS ONE40 citations Open access
Semantic Scholar
Dictionary-based Debiasing of Pre-trained Word Embeddings
Masahiro Kaneko, Danushka Bollegala
2021Conference of the European Chapter of the Association for Computational Linguistics39 citations Open access
Semantic Scholar
An Empirical Study on Fine-Grained Named Entity Recognition
Khai Mai, Thai-Hoang Pham, M. T. Nguyen, Duc Tuan Nguyen +3 more
2018International Conference on Computational Linguistics37 citations
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Contextual stance classification of opinions: A step towards enthymeme reconstruction in online reviews
Pavithra Rajendran, Danushka Bollegala, S. Parsons
2016ArgMining@ACL31 citations Open access
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CLIEL: context-based information extraction from commercial law documents
M. Garcia-Constantino, Katie Atkinson, Danushka Bollegala, K. Chapman +3 more
2017International Conference on Artificial Intelligence and Law28 citations
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ClassiNet -- Predicting Missing Features for Short-Text Classification
Danushka Bollegala, Vincent Atanasov, Takanori Maehara, K. Kawarabayashi
2018ACM Transactions on Knowledge Discovery from Data21 citations Open access
Semantic Scholar
Self-Adaptation for Unsupervised Domain Adaptation
Xia Cui, Danushka Bollegala
2019Recent Advances in Natural Language Processing20 citations Open access
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Dividing and Conquering Cross-Modal Recipe Retrieval: from Nearest Neighbours Baselines to SoTA
Mikhail Fain, N. Twomey, Andrey Ponikar, R. Fox +1 more
2019arXiv.org20 citations
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Iterative Keystroke Continuous Authentication: A Time Series Based Approach
A. Alshehri, Frans Coenen, Danushka Bollegala
2018KI - Künstliche Intelligenz18 citations Open access
Semantic Scholar
Autoencoding Improves Pre-trained Word Embeddings
Masahiro Kaneko, Danushka Bollegala
2020International Conference on Computational Linguistics17 citations Open access
Semantic Scholar
Combining Long Short Term Memory and Convolutional Neural Network for Cross-Sentence n-ary Relation Extraction
Angrosh Mandya, Danushka Bollegala, Frans Coenen, Katie Atkinson
2018Conference on Automated Knowledge Base Construction17 citations
Semantic Scholar
Joint Learning of Hierarchical Word Embeddings from a Corpus and a Taxonomy
Mohammed Alsuhaibani, Takanori Maehara, Danushka Bollegala
2019Conference on Automated Knowledge Base Construction16 citations
Semantic Scholar
Using $k$-way Co-occurrences for Learning Word Embeddings
Danushka Bollegala, Yuichi Yoshida, K. Kawarabayashi
2017AAAI Conference on Artificial Intelligence15 citations Open access
Semantic Scholar
Multi-Source Attention for Unsupervised Domain Adaptation
Xia Cui, Danushka Bollegala
2020AACL13 citations Open access
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Compositional approaches for representing relations between words: A comparative study
Huda Hakami, Danushka Bollegala
2017Knowledge-Based Systems13 citations Open access
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Learning linear transformations between counting-based and prediction-based word embeddings
Danushka Bollegala, Kohei Hayashi, K. Kawarabayashi
2017PLoS ONE13 citations Open access
Semantic Scholar
Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings
Taichi Aida, Danushka Bollegala
2023Annual Meeting of the Association for Computational Linguistics12 citations Open access
Semantic Scholar
Correcting Crowdsourced Annotations to Improve Detection of Outcome Types in Evidence Based Medicine
Micheal Abaho, Danushka Bollegala, P. Williamson, S. Dodd
2019KHD@IJCAI11 citations
Semantic Scholar
Graph Matching Based Semantic Search Engine
M. Farouk, M. Ishizuka, Danushka Bollegala
2018International Conference on Metadata and Semantics Research11 citations
Semantic Scholar
An iterative approach for the global estimation of sentence similarity
Tomoyuki Kajiwara, Danushka Bollegala, Yuichi Yoshida, K. Kawarabayashi
2017PLoS ONE11 citations Open access
Semantic Scholar
Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy
Danushka Bollegala, Yi Zhou
2021Pacific Asia Conference on Language, Information and Computation9 citations
Semantic Scholar
A comparative study of pivot selection strategies for unsupervised cross-domain sentiment classification
Xia Cui, Noor Al-Bazzaz, Danushka Bollegala, Frans Coenen
2018Knowledge engineering review (Print)9 citations Open access
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Meta-Embedding as Auxiliary Task Regularization
James O'Neill, Danushka Bollegala
2018European Conference on Artificial Intelligence9 citations
Semantic Scholar
Is Something Better than Nothing? Automatically Predicting Stance-based Arguments Using Deep Learning and Small Labelled Dataset
Pavithra Rajendran, Danushka Bollegala, S. Parsons
2018North American Chapter of the Association for Computational Linguistics9 citations Open access
Semantic Scholar
A Neighbourhood-Aware Differential Privacy Mechanism for Static Word Embeddings
Danushka Bollegala, Shuichi Otake, T. Machide, K. Kawarabayashi
2023International Joint Conference on Natural Language Processing8 citations Open access
Semantic Scholar
Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source Embeddings
Danushka Bollegala
2022International Joint Conference on Artificial Intelligence8 citations Open access
Semantic Scholar
Do not let the history haunt you: Mitigating Compounding Errors in Conversational Question Answering
Angrosh Mandya, James O'Neill, Danushka Bollegala, Frans Coenen
2020International Conference on Language Resources and Evaluation8 citations
Semantic Scholar
A Dataset for Inter-Sentence Relation Extraction using Distant Supervision
Angrosh Mandya, Danushka Bollegala, Frans Coenen, Katie Atkinson
2018International Conference on Language Resources and Evaluation8 citations Open access
Semantic Scholar
Accurate Continuous and Non-intrusive User Authentication with Multivariate Keystroke Streaming
A. Alshehri, Frans Coenen, Danushka Bollegala
2017International Conference on Knowledge Discovery and Information Retrieval8 citations Open access
Semantic Scholar
Contextualised Graph Attention for Improved Relation Extraction
Angrosh Mandya, Danushka Bollegala, Frans Coenen
2020arXiv.org7 citations
Semantic Scholar
Language-Independent Tokenisation Rivals Language-Specific Tokenisation for Word Similarity Prediction
Danushka Bollegala, Ryuichi Kiryo, Kosuke Tsujino, Haruki Yukawa
2020International Conference on Language Resources and Evaluation7 citations
Semantic Scholar
Angular-Based Word Meta-Embedding Learning
James O'Neill, Danushka Bollegala
2018arXiv.org7 citations
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TSP: Learning Task-Specific Pivots for Unsupervised Domain Adaptation
Xia Cui, Frans Coenen, Danushka Bollegala
2017ECML/PKDD7 citations
Semantic Scholar
Keyboard Usage Authentication Using Time Series Analysis
A. Alshehri, Frans Coenen, Danushka Bollegala
2016International Conference on Data Warehousing and Knowledge Discovery7 citations
Semantic Scholar
Semantically-Conditioned Negative Samples for Efficient Contrastive Learning
James O'Neill, Danushka Bollegala
2021arXiv.org6 citations
Semantic Scholar
RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding
Danushka Bollegala, Huda Hakami, Yuichi Yoshida, K. Kawarabayashi
2021Conference of the European Chapter of the Association for Computational Linguistics6 citations Open access
Semantic Scholar
DeepGraphMol, a multi-objective, computational strategy for generating molecules with desirable properties: a graph convolution and reinforcement learning approach
Yash Khemchandani, S. O'Hagan, S. Samanta, Neil Swainston +3 more
2020bioRxiv6 citations Open access
Semantic Scholar