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Atkinson, Katie and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2022) AI for Patent Essentiality Review. [Preprint]

Alshehri, Abdullah ORCID: 0000-0003-0008-9394, Coenen, Frans ORCID: 0000-0003-1026-6649 and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2017) Accurate Continuous and Non-intrusive User Authentication with Multivariate Keystroke Streaming. In: 9th International Conference on Knowledge Discovery and Information Retrieval, 2017-11-1 - 2017-11-3.

Xu, Yan (2023) An Adaptable Gabor-Based Lipreading System. PhD thesis, University of Liverpool.

Rajendran, P (2019) Aggregating and Analysing Opinions for Argument-based Relations. PhD thesis, University of Liverpool.

Neill, James O' and Bollegala, Danushka (2018) Angular-Based Word Meta-Embedding Learning. CoRR, abs/18.

Rajendran, Pavithra, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Parsons, Simon (2016) Assessing Weight of Opinion by Aggregating Coalitions of Arguments. .

Abaho, Micheal, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Williamson, Paula R ORCID: 0000-0001-9802-6636 and Dodd, Susanna (2022) Assessment of contextualised representations in detecting outcome phrases in clinical trials. [Preprint]

Abaho, Micheal, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Williamson, Paula R and Dodd, Susanna (2022) Assessment of contextualised representations in detecting outcome phrases in clinical trials. CoRR, abs/22.

Kaneko, Masahiro and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2020) Autoencoding Improves Pre-trained Word Embeddings. In: Proceedings of the 28th International Conference on Computational Linguistics, 2020-12 - 2020-12, Virtual.

Torrisi, Alessandro, Bevan, Robert, Atkinson, Katie ORCID: 0000-0002-5683-4106, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2019) Automated Bundle Pagination Using Machine Learning. In: ICAIL '19: Seventeenth International Conference on Artificial Intelligence and Law, 2019-6-17 - 2019-6-21, Montreal, Canada.

Fain, Mikhail, Twomey, Niall and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2021) Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora. In: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021-7-11 - 2021-7-16, Virtual.

García-Constantino, Matías, Atkinson, Katie ORCID: 0000-0002-5683-4106, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Chapman, Karl, Coenen, Frans ORCID: 0000-0003-1026-6649, Roberts, Claire and Robson, Katy (2017) CLIEL. In: ICAIL '17: Sixteenth International Conference on Artificial Intelligence and Law, London.

Bollegala, Danushka ORCID: 0000-0003-4476-7003, Maskell, Simon ORCID: 0000-0003-1917-2913, Sloane, Richard, Hajne, Joanna and Pirmohamed, Munir ORCID: 0000-0002-7534-7266 (2018) Causality Patterns for Detecting Adverse Drug Reactions From Social Media: Text Mining Approach. JMIR PUBLIC HEALTH AND SURVEILLANCE, 4 (2). pp. 292-303.

Bollegala, Danushka ORCID: 0000-0003-4476-7003, Atanasov, Vincent, Maehara, Takanori and Kawarabayashi, Ken-ichi (2018) ClassiNet - Predicting Missing Features for Short-Text Classification. ACM Transactions on Knowledge Discovery from Data, 12 (5). 55:1-55:1.

Mandya, Angrosh, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Coenen, Frans ORCID: 0000-0003-1026-6649 and Atkinson, Katie ORCID: 0000-0002-5683-4106 (2018) Classifier-Based Pattern Selection Approach for Relation Instance Extraction. In: 18th International Conference on Intelligent Text Processing and Computational Linguistics, 2017-4-17 - 2017-4-23, Budapest, Hungary.

Mandya, Angrosh, Bollegala, Danushka, Coenen, Frans and Atkinson, Katie (2018) Combining Long Short Term Memory and Convolutional Neural Network for Cross-Sentence n-ary Relation Extraction. CoRR, abs/18.

Torrisi, Alessandro, Bevan, Robert, Atkinson, Katie ORCID: 0000-0002-5683-4106, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2019) Combining Textual and Visual Information for Typed and Handwritten Text Separation in Legal Documents. .

Hakami, Huda and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2017) Compositional approaches for representing relations between words: A comparative study. KNOWLEDGE-BASED SYSTEMS, 136. pp. 172-182.

Hakami, Huda and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2017) Compositional approaches for representing relations between words: A comparative study. Knowl.-Based Syst., 136. pp. 172-182.

Hakami, Huda and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2020) Context-Guided Self-supervised Relation Embeddings. In: International Conference of the Pacific Association for Computational Linguistics, 2019-10-11 - 2019-10-13, Hanoi, Vietnam.

Mandya, Angrosh, Bollegala, Danushka and Coenen, Frans (2020) Contextualised Graph Attention for Improved Relation Extraction. CoRR, abs/20.

Bollegala, Danushka ORCID: 0000-0003-4476-7003, Kontonatsios, Georgios and Ananiadou, Sophia (2015) A Cross-Lingual Similarity Measure for Detecting Biomedical Term Translations. PLoS One, 10 (6). e0126196-.

Mandya, Angrosh, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Coenen, Frans ORCID: 0000-0003-1026-6649 and Atkinson, Katie ORCID: 0000-0002-5683-4106 (2018) A Dataset for Inter-Sentence Relation Extraction using Distant Supervision. .

Kaneko, Masahiro and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2021) Debiasing Pre-trained Contextualised Embeddings. In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021-4 - 2021-4, Online.

Khemchandani, Yash, O'Hagan, Steve ORCID: 0000-0001-6235-5462, Samanta, Soumitra ORCID: 0000-0003-2200-3061, Swainston, Neil ORCID: 0000-0001-7020-1236, Roberts, Timothy ORCID: 0000-0002-1464-0151, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Kell, Douglas ORCID: 0000-0001-5838-7963 (2020) DeepGraphMol, a multi-objective, computational strategy for generating molecules with desirable properties: a graph convolution and reinforcement learning approach. J. Cheminformatics, 12 (1). p. 53.

Khemchandani, Yash, O’Hagan, Stephen, Samanta, Soumitra, Swainston, Neil, Roberts, Timothy, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Kell, Douglas ORCID: 0000-0001-5838-7963 (2020) DeepGraphMol, a multi-objective, computational strategy for generating molecules with desirable properties: a graph convolution and reinforcement learning approach. 2020.05.25.114165-.

Khemchandani, Yash ORCID: 0000-0001-5645-3509, O'Hagan, Steve ORCID: 0000-0001-6235-5462, Samanta, Soumitra ORCID: 0000-0003-2200-3061, Swainston, Neil ORCID: 0000-0001-7020-1236, Roberts, Timothy ORCID: 0000-0002-1464-0151, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Kell, Douglas ORCID: 0000-0001-5838-7963 (2020) DeepGraphMolGen, a multi-objective, computational strategy for generating molecules with desirable properties: a graph convolution and reinforcement learning approach.

Khemchandani, Yash, O'Hagan, Stephen, Samanta, Soumitra, Swainston, Neil ORCID: 0000-0001-7020-1236, Roberts, Timothy J, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Kell, Douglas B ORCID: 0000-0001-5838-7963 (2020) DeepGraphMolGen, a multi-objective, computational strategy for generating molecules with desirable properties: a graph convolution and reinforcement learning approach. Journal of Cheminformatics, 12 (1). 53-.

Abaho, Michael, Bollegala, Danushka, Williamson, Paula ORCID: 0000-0001-9802-6636 and Dodd, Susanna ORCID: 0000-0003-2851-3337 (2021) Detect and Classify -- Joint Span Detection and Classification for Health Outcomes. [Preprint]

Kaneko, Masahiro and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2021) Dictionary-based Debiasing of Pre-trained Word Embeddings. In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021-4 - 2021-4, Online.

Kuyten, Pascal, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Hollerit, Bernd, Prendinger, Helmut and Aizawa, Kiyoharu (2015) A Discourse Search Engine Based on Rhetorical Structure Theory. In: European Conference on Information Retrieval.

Hakami, Huda, Mandya, Angrosh and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2018) Discovering Representative Space for Relational Similarity Measurement. In: Conference of the Pacific Association for Computational Linguistics, 2017-8-16 - 2017-8-18, Myanmar.

Fain, Mikhail, Twomey, Niall, Ponikar, Andrey, Fox, Ryan and Bollegala, Danushka (2019) Dividing and Conquering Cross-Modal Recipe Retrieval: from Nearest Neighbours Baselines to SoTA. CoRR, abs/19.

Muhammad, Iqra, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Coenen, Frans ORCID: 0000-0003-1026-6649, Gamble, Carrol ORCID: 0000-0002-3021-1955, Kearney, Anna ORCID: 0000-0003-1404-3370 and Williamson, Paula ORCID: 0000-0001-9802-6636 (2021) Document Ranking for Curated Document Databases Using BERT and Knowledge Graph Embeddings: Introducing GRAB-Rank. .

Neill, James O' and Bollegala, Danushka (2018) Dropping Networks for Transfer Learning. [Preprint]

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Walker, Lauren E ORCID: 0000-0002-3827-4387, Abuzour, Aseel S, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Clegg, Andrew, Gabbay, Mark, Griffiths, Alan, Kullu, Cecil, Leeming, Gary, Mair, Frances S ORCID: 0000-0001-9780-1135, Maskell, Simon ORCID: 0000-0003-1917-2913 et al (show 7 more authors) , Relton, Samuel, Ruddle, Roy A, Shantsila, Eduard ORCID: 0000-0002-2429-6980, Sperrin, Matthew, Van Staa, Tjeerd, Woodall, Alan ORCID: 0000-0003-2933-0508 and Buchan, Iain (2022) The DynAIRx Project Protocol: Artificial Intelligence for dynamic prescribing optimisation and care integration in multimorbidity. Journal of multimorbidity and comorbidity, 12. 26335565221145493-.

Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2017) Dynamic feature scaling for online learning of binary classifiers. Knowledge-Based Systems, 129. pp. 97-105.

Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2017) Dynamic feature scaling for online learning of binary classifiers. KNOWLEDGE-BASED SYSTEMS, 129. pp. 97-105.

Cui, Xia ORCID: 0000-0002-1726-3814, Coenen, Frans ORCID: 0000-0003-1026-6649 and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2017) Effect of Data Imbalance on Unsupervised Domain Adaptation of Part-of-Speech Tagging and Pivot Selection Strategies. .

O' Neill, James (2022) Efficient Training and Compression of Deep Neural Networks. PhD thesis, University of Liverpool.

Bollegala, Danushka ORCID: 0000-0003-4476-7003, Maehara, Takanori and Kawarabayashi, Ken-ichi (2015) Embedding Semantic Relations into Word Representations. In: International Join Conferences in Artificial Intelligence (IJCAI), 2015-7-25 - 2015-7-31, Byenos Aires, Argentina.

Neill, James O' and Bollegala, Danushka (2019) Error-Correcting Neural Sequence Prediction. CoRR, abs/19.

Atkinson, Katie ORCID: 0000-0002-5683-4106, Bench-Capon, Trevor and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2020) Explanation in AI and law: Past, present and future. ARTIFICIAL INTELLIGENCE, 289. p. 103387.

Abaho, Micheal (2022) Extraction of Health Outcomes from Clinical Trial Abstracts. Doctor of Philosophy thesis, University of Liverpool.

Alsuhaibani, Mohammed and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2021) Fine-Tuning Word Embeddings for Hierarchical Representation of Data Using a Corpus and a Knowledge Base for Various Machine Learning Applications. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2021. 9761163-.

Mandya, Angrosh, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Coenen, Frans ORCID: 0000-0003-1026-6649 and Atkinson, Katie ORCID: 0000-0002-5683-4106 (2018) Frame-Based Semantic Patterns for Relation Extraction. In: Conference of the Pacific Association for Computational Linguistics (PACLING), 2017-8-16 - 2017-8-18, Myanmar.

Durdy, Samantha ORCID: 0000-0003-3742-2306 (2023) Frameworks for Utilising Computational Knowledge: Studying, Harnessing and Improving Techniques for Materials Property Prediction. PhD thesis, University of Liverpool.

Coates, Joshua and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2018) Frustratingly Easy Meta-Embedding -- Computing Meta-Embeddings by Averaging Source Word Embeddings. In: NAACL-HLT, 2018-6-1 - 2018-6-6, New Orleans, USA.

Kaneko, Masahiro, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Okazaki, Naoaki (2022) Gender Bias in Meta-Embeddings. In: Findings of the Association for Computational Linguistics: EMNLP 2022, 2022-12 - 2022-12, Abu Dabi.

Mandya, Angrosh, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2020) Graph Convolution over Multiple Dependency Sub-graphs for Relation Extraction. In: Proceedings of the 28th International Conference on Computational Linguistics, 2020-12 - 2020-12.

Kaneko, Masahiro, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Okazaki, Naoaki (2023) The Impact of Debiasing on the Performance of Language Models in Downstream Tasks is Underestimated. In: Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (Volume 2: Short Papers), 2023-11 - 2023-11, Bali, Indonesia.

Sato, Hiroyuki, Hasegawa, Yoshihiko, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Iba, Hitoshi (2015) Improved sampling using loopy belief propagation for probabilistic model building genetic programming. SWARM AND EVOLUTIONARY COMPUTATION, 23. pp. 1-10.

Tsubota, Tadashi, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Zhao, Yang, Jin, Yingzi and Kozu, Tomotake (2022) Improvement of intervention information detection for automated clinical literature screening during systematic review. JOURNAL OF BIOMEDICAL INFORMATICS, 134. 104185-.

Oba, Daisuke, Kaneko, Masahiro and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2024) In-Contextual Gender Bias Suppression for Large Language Models. In: European Chapter of the Association for Computational Linguistics, 2024-3-17 - 2024-3-22, Malta.

Rajendran, Pavithra, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Parsons, Simon (2018) Is Something Better than Nothing? Automatically Predicting Stance-based Arguments Using Deep Learning and Small Labelled Dataset. In: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers), 2018-6 - 2018-6, New Orleans, USA.

Alshehri, Abdullah ORCID: 0000-0003-0008-9394, Coenen, Frans ORCID: 0000-0003-1026-6649 and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2018) Iterative Keystroke Continuous Authentication: A Time Series Based Approach. KUNSTLICHE INTELLIGENZ, 32 (4). pp. 231-243.

Alsuhaibani, Mohammed (2020) Joint Approaches for Learning Word Representations from Text Corpora and Knowledge Bases. Doctor of Philosophy thesis, University of Liverpool.

Alsuhaibani, Mohammed and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2018) Joint Learning of Sense and Word Embeddings. .

Bollegala, Danushka ORCID: 0000-0003-4476-7003, Alsuhaibani, Mohammed, Maehara, Takanori and Kawarabayashi, Ken-ichi (2016) Joint Word Representation Learning Using a Corpus and a Semantic Lexicon. .

Alsuhaibani, Mohammed, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Maehara, Takanori and Kawarabayashi, Ken-ichi (2018) Jointly learning word embeddings using a corpus and a knowledge base. PLOS ONE, 13 (3). e0193094-.

Alshehri, Abdullah ORCID: 0000-0003-0008-9394 (2018) Keyboard Usage Recognition: A Study in Pattern Mining and Prediction in the Context of Impersonation. Doctor of Philosophy thesis, University of Liverpool.

Bollegala, Danushka, Kiryo, Ryuichi, Tsujino, Kosuke and Yukawa, Haruki (2020) Language-Independent Tokenisation Rivals Language-Specific Tokenisation for Word Similarity Prediction. PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020), abs/20. pp. 3851-3860.

Bollegala, Danushka ORCID: 0000-0003-4476-7003, Kiryo, Ryuichi, Tsujino, Kosuke and Yukawa, Haruki (2020) Language-Independent Tokenisation Rivals Language-Specific Tokenisation for Word Similarity Prediction. In: 12th International Conference on Language Resources and Evaluation, 2020-5-11 - 2020-5-16, Maeseille.

Cao, Guanqun, Jiang, Jiaqi, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Luo, Shan (2023) Learn from Incomplete Tactile Data: Tactile Representation Learning with Masked Autoencoders. In: 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023-10-1 - 2023-10-5, Detroid, USA.

Bollegala, Danushka ORCID: 0000-0003-4476-7003, Sloane, Richard, Maskell, Simon ORCID: 0000-0003-1917-2913, Hajne, Joanna and Pirmohamed, Munir ORCID: 0000-0002-7534-7266 (2018) Learning Causality Patterns for Detecting Adverse Drug Reactions from Social Media. Journal of Medical Internet Research.

Tang, Xiaohang, Zhou, Yi and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2023) Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation. In: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023-7 - 2023-7, Toronto, Canada.

Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2022) Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source Embeddings. In: Thirty-First International Joint Conference on Artificial Intelligence {IJCAI-22}, 2022-7-23 - 2022-7-29, Vienna, Austria.

Samardzhiev, Krasen, Gargett, Andrew and Bollegala, Danushka (2017) Learning Neural Word Salience Scores. NAACL HLT 2018 - Lexical and Computational Semantics, SEM 2018, Proceedings of the 7th Conference, abs/17. pp. 33-42.

Samardzhiev, Krasen, Gargett, Andrew and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2018) Learning Neural Word Salience Scores. In: Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018-6 - 2018-6, New Orleans.

Zhou, Yi ORCID: 0000-0001-7009-8515 and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2021) Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy. In: 35th Pacific Asia Conference on Language, Information and Computation (PACLIC 35), 2021-11-5 - 2021-11-7, China.

Cui, Xia ORCID: 0000-0002-1726-3814 (2020) Learning Transferable Features for Unsupervised Domain Adaptation in Natural Language Processing. PhD thesis, University of Liverpool.

Bollegala, Danushka ORCID: 0000-0003-4476-7003, Maehara, Takanori, Yoshida, Yuichi and Kawarabayashi, Ken-ichi (2015) Learning Word Representations from Relational Graphs. In: AAAI 2015, 2015-1 - 2015-1, Texas, USA.

Chen, Wenye, Hakami, Huda and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2020) Learning to Compose Relational Embeddings in Knowledge Graphs. In: International Conference of the Pacific Association for Computational Linguistics, 2019-10-11 - 2019-10-13, Hanoi, Vietnam.

O’Neill, James and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2020) Learning to Evaluate Neural Language Models. In: 16th International Conference of the Pacific Association for Computational Linguistics (PACLING), 2019-10-10 - 2019-10-13, Hanoi, Vietnam.

Zhang, Tianhui, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Peng, Bei ORCID: 0000-0003-0152-3180 (2023) Learning to Predict Concept Ordering for Common Sense Generation. In: Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (Volume 2: Short Papers), 2023-11 - 2023-11, Bali, Indonesia.

Bollegala, Danushka ORCID: 0000-0003-4476-7003, Weir, David and Carroll, John (2014) Learning to Predict Distributions of Words Across Domains. In: Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2014-6 - 2014-6.

Muhammad, Iqra, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Coenen, Frans ORCID: 0000-0003-1026-6649, Gamble, Carol ORCID: 0000-0002-3021-1955, Kearney, Anna ORCID: 0000-0003-1404-3370 and Williamson, Paula ORCID: 0000-0001-9802-6636 (2020) Maintaining Curated Document Databases Using a Learning to Rank Model: The ORRCA Experience. .

O'Neill, James and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2020) Meta-Embedding as Auxiliary Task Regularization. ECAI 2020: 24TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, 325. pp. 2124-2131.

O'Neill, James and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2020) Meta-Embedding as Auxiliary Task Regularization. In: European Conference on Artificial Intelligence, 2020-8-28 - 2020-9-2, Satigago.

Cui, Xia and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2020) Multi-Source Attention for Unsupervised Domain Adaptation. In: The 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020-12-4 - 2020-12-7, China.

Cui, Xia ORCID: 0000-0002-1726-3814 and Bollegala, Danushka (2020) Multi-source Attention for Unsupervised Domain Adaptation. CoRR, abs/20.

Cao, Guanqun, Jiang, Jiaqi, Bollegala, Danushka, Li, Min and Luo, Shan ORCID: 0000-0003-4760-0372 (2024) Multimodal zero-shot learning for tactile texture recognition. Robotics and Autonomous Systems, 176. p. 104688.

Bollegala, Danushka ORCID: 0000-0003-4476-7003, Otake, Shuichi, Machide, Tomoya and Kawarabayashi, Ken-ichi (2023) A Neighbourhood-Aware Differential Privacy Mechanism for Static Word Embeddings. In: Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023 (Findings), 2023-11 - 2023-11, Bali, Indonesia.

Zhou, Yi and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2022) On the Curious Case of l2 norm of Sense Embeddings. In: Findings of the Association for Computational Linguistics: EMNLP 2022, 2022-12 - 2022-12, Abu Dabi.

Hakami, Huda, Hayashi, Kohei and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2018) An Optimality Proof for the PairDiff operator for Representing Relations between Words. CoRR, abs/17.

Rajendran, Pavithra, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Parsons, Simon (2020) A Pilot Study on Argument Simplification in Stance-Based Opinions. In: International Conference of the Pacific Association for Computational Linguistics, 2019-10-11 - 2019-10-13, Hanoi, Vietnam.

Abaho, Micheal, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Williamson, Paula R ORCID: 0000-0001-9802-6636 and Dodd, Susanna ORCID: 0000-0003-2851-3337 (2022) Position-based Prompting for Health Outcome Generation. In: Proceedings of the 21st Workshop on Biomedical Language Processing, 2022-5 - 2022-5.

Zhou, Yi, Camacho-Collados, Jose and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2023) A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models. In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023-12 - 2023-12, Singapore.

Bollegala, Danushka, Machide, Tomoya and Kawarabayashi, Ken-ichi (2019) Query Obfuscation Semantic Decomposition. CoRR, abs/19.

Bollegala, Danushka ORCID: 0000-0003-4476-7003, Machide, Tomoya and Kawarabayashi, Ken-ichi (2022) Query Obfuscation by Semantic Decomposition. In: Language Resources and Evaluation Conference (LREC), 2022-6-20 - 2022-6-25, Marseille, France.

Durdy, Samantha ORCID: 0000-0003-3742-2306, Gaultois, Michael W ORCID: 0000-0003-2172-2507, Gusev, Vladimir V ORCID: 0000-0002-2815-607X, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Rosseinsky, Matthew J ORCID: 0000-0002-1910-2483 (2022) Random projections and kernelised leave one cluster out cross validation: universal baselines and evaluation tools for supervised machine learning of material properties. Digital Discovery, 1 (6). pp. 763-778.

Bollegala, Danushka ORCID: 0000-0003-4476-7003, Hakami, Huda, Yoshida, Yuichi and Kawarabayashi, Ken-ichi (2021) RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding. In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021-4 - 2021-4, Online.

Bollegala, Danushka, Hakami, Huda, Yoshida, Yuichi and Kawarabayashi, Ken-ichi (2021) RelWalk A Latent Variable Model Approach to Knowledge Graph Embedding. EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, abs/21. pp. 1551-1565.

Zhou, Yi ORCID: 0000-0001-7009-8515 (2023) Representation Learning for Word Senses and Evaluation of Their Properties. Doctor of Philosophy thesis, University of Liverpool.

Zhao, Xuan (2023) Sample-wise Learning for Tabular Data Classification. PhD thesis, University of Liverpool.

Cui, Xia ORCID: 0000-0002-1726-3814 and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2019) Self-Adaptation for Unsupervised Domain Adaptation. In: Recent Advances in Natural Language Processing, 2019-9-2 - 2019-9-4, Varna, Bulgaria.

Rajendran, Pavithra, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Parsons, Simon (2018) Sentiment-Stance-Specificity (SSS) Dataset: Identifying Support-based Entailment among Opinions. In: 11th International Conference on Language Resources and Evaluation, 2018-5-7 - 2018-5-12, Miyazaki, Japan.

Sloane, Richard, Osanlou, Orod, Lewis, David, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Maskell, Simon ORCID: 0000-0003-1917-2913 and Pirmohamed, Munir ORCID: 0000-0002-7534-7266 (2015) Social media and pharmacovigilance: A review of the opportunities and challenges. BRITISH JOURNAL OF CLINICAL PHARMACOLOGY, 80 (4). pp. 910-920.

Wannasuphoprasit, Saeth, Zhou, Yi and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2023) Solving Cosine Similarity Underestimation between High Frequency Words by ℓ2 Norm Discounting Norm Discounting. In: Findings of the Association for Computational Linguistics: ACL 2023, 2023-7 - 2023-7, Toronto, Canada.

Cui, Xia ORCID: 0000-0002-1726-3814, Kojaku, Sadamori, Masuda, Naoki and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2018) Solving Feature Sparseness in Text Classification using Core-Periphery Decomposition. In: Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018-6 - 2018-6, New Orleans, USA.

Cao, Guanqun, Zhou, Yi ORCID: 0000-0001-7009-8515, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Luo, Shan ORCID: 0000-0003-4760-0372 (2020) Spatio-temporal Attention Model for Tactile Texture Recognition. In: 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020-10-24 - 2021-1-24, Las Vegas, USA.

Alshehri, Abdullah ORCID: 0000-0003-0008-9394, Coenen, Frans ORCID: 0000-0003-1026-6649 and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2018) Spectral Analysis of Keystroke Streams: Towards Effective Real-time Continuous User Authentication. In: 4th International Conference on Information Systems Security and Privacy, 2018-1-22 - 2018-1-24.

Hakami, Huda (2020) A Study on Learning Representations for Relations Between Words. PhD thesis, University of Liverpool.

Bollegala, Danushka ORCID: 0000-0003-4476-7003 and O' Neill, James (2022) A Survey on Word Meta-Embedding Learning. In: Thirty-First International Joint Conference on Artificial Intelligence {IJCAI-22}, 2022-7-23 - 2022-7-29, Vienna, Austria.

Aida, Taichi and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2023) Swap and Predict -- Unsupervised Lexical Semantic Change Detection across Corpora by Context Swapping. In: Empirical Methods in Natural Language Processing (EMNLP), 2023-12-6 - 2023-12-10, Singapore.

Bollegala, Danushka, Hayashi, Kohei and Kawarabayashi, Ken-ichi (2018) Think Globally, Embed Locally - Locally Linear Meta-embedding of Words. PROCEEDINGS OF THE TWENTY-SEVENTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2018-J. pp. 3970-3976.

Luo, Haochen, Zhou, Yi and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2023) Together We Make Sense–Learning Meta-Sense Embeddings. In: Findings of the Association for Computational Linguistics: ACL 2023, 2023-7 - 2023-7, Toronto, Canada.

Lee, Jet-Tsyn, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Luo, Shan ORCID: 0000-0003-4760-0372 (2019) "Touching to See" and "Seeing to Feel": Robotic Cross-modal Sensory Data Generation for Visual-Tactile Perception. In: 2019 International Conference on Robotics and Automation (ICRA), 2019-5-20 - 2019-5-24, Montreal, Canada.

Alshehri, Abdullah ORCID: 0000-0003-0008-9394, Coenen, Frans ORCID: 0000-0003-1026-6649 and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2016) Towards Keystroke Continuous Authentication Using Time Series Analytics. In: Artificial Intelligence 2016, 2016-9-12 - 2016-12-14, Cambridge.

Neill, James O' and Bollegala, Danushka (2019) Transfer Reward Learning for Policy Gradient-Based Text Generation. CoRR, abs/19.

Isonuma, Masaru, Mori, Junichiro, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Sakata, Ichiro (2020) Tree-Structured Neural Topic Model. In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020-7 - 2020-7, Seattle, USA.

Kaneko, Masahiro and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2022) Unmasking the Mask - Evaluating Social Biases in Masked Language Models. .

Isonuma, Masaru, Mori, Junichiro, Bollegala, Danushka and Sakata, Ichiro (2021) Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance. TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, 9. pp. 945-961.

Isonuma, Masaru, Mori, Junichiro, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Sakata, Ichiro (2021) Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance. Trans. Assoc. Comput. Linguistics, 9. pp. 945-961.

Takahashi, Keigo and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2022) Unsupervised Attention-based Sentence-Level Meta-Embeddings from Contextualised Language Models. In: Language Resources and Evaluation Conference (LREC), 2022-6-20 - 2022-6-25, Marseille, France.

Zhou, Yi ORCID: 0000-0001-7009-8515 and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2019) Unsupervised Evaluation of Human Translation Quality. In: 11th International Conference on Knowledge Discovery and Information Retrieval, 2019-9-17 - 2019-9-19.

Aida, Taichi and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2023) Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings. In: 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023), 2023-7-8 - 2023-7-14, Toronto, Canada.

Bollegala, Danushka ORCID: 0000-0003-4476-7003, Yoshida, Yuichi and Kawarabayashi, Ken-ichi (2018) Using $k$-way Co-occurrences for Learning Word Embeddings. Proceedings of the National Conference on Artificial Intelligence, abs/17. pp. 5037-5044.

Bollegala, Danushka ORCID: 0000-0003-4476-7003, Yoshida, Yuichi and Kawarabayashi, Ken-ichi (2018) Using k-Way Co-Occurrences for Learning Word Embeddings. In: 32nd AAAI Conference on Artificial Intelligence, 2018-2-2 - 2018-2-7, New Orleans, Louisiana, USA.

Cao, Guanqun, Jiang, Jiaqi, Mao, Ningtao, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Li, Min and Luo, Shan (2023) Vis2Hap: Vision-based Haptic Rendering by Cross-modal Generation. In: 2023 IEEE International Conference on Robotics and Automation (ICRA), 2023-5-29 - 2023-6-2.

Saeed, Asir, Mai, Khai, Minh, Pham, Duc, Nguyen Tuan and Bollegala, Danushka (2020) Weakly-Supervised Neural Response Selection from an Ensemble of Task-Specialised Dialogue Agents. CoRR, abs/20.

Hakami, Huda, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Kohei, Hayashi (2018) Why PairDiff works? -- A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection. Proceedings of International Conference on Computational Linguistics.

Cui, Xia ORCID: 0000-0002-1726-3814, Al-Bazzaz, Noor, Bollegala, Danushka and Coenen, Frans (2018) A comparative study of pivot selection strategies for unsupervised cross-domain sentiment classification. KNOWLEDGE ENGINEERING REVIEW, 33. e5-e5.

Mandya, Angrosh, O'Neill, James, Bollegala, Danushka ORCID: 0000-0003-4476-7003 and Coenen, Frans ORCID: 0000-0003-1026-6649 (2020) <i>Do not let the history haunt you</i> - Mitigating Compounding Errors in Conversational Question Answering. In: 12th International Conference on Language Resources and Evaluation, 2020-5-13 - 2020-4-15, Marseille.

Zhou, Yi, Kaneko, Masahiro and Bollegala, Danushka ORCID: 0000-0003-4476-7003 (2022) <i>Sense Embeddings are also Biased</i> - Evaluating Social Biases in Static and Contextualised Sense Embeddings. In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022-5 - 2022-5, Dublin, Ireland.

Kajiwara, Tomoyuki, Bollegala, Danushka ORCID: 0000-0003-4476-7003, Yoshida, Yuichi and Kawarabayashi, Ken-ichi (2017) An iterative approach for the global estimation of sentence similarity. PLOS ONE, 12 (9). e0180885-.