Skip to content

Danushka Bollegala

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

135

Venues

34

Active years

2005–2026

Best venue rank

A*

Where they publish

Papers

135 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLA Multilingual Social Bias Benchmark Incorporating Thinking Processes.Masahiro Kaneko, Danushka Bollegala, Timothy Baldwin
2026ACLMap of Encoders - Mapping Sentence Encoders using Quantum Relative Entropy.Gaifan Zhang, Danushka Bollegala
2026ACLSynthetic Data Generation for Training Diversified Commonsense Reasoning Models.Tianhui Zhang, Bei Peng, Danushka Bollegala
2026EACLCASE - Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement.Gaifan Zhang, Yi Zhou, Danushka Bollegala
2026EACLEvaluating the Effect of Retrieval Augmentation on Social Biases.Tianhui Zhang, Yi Zhou, Danushka Bollegala
2025ACLEvaluating the Evaluation of Diversity in Commonsense Generation.Tianhui Zhang, Bei Peng, Danushka Bollegala
2025COLINGInvestigating the Contextualised Word Embedding Dimensions Specified for Contextual and Temporal Semantic Changes.Taichi Aida, Danushka Bollegala
2025COLINGThe Gaps between Fine Tuning and In-context Learning in Bias Evaluation and Debiasing.Masahiro Kaneko, Danushka Bollegala, Timothy Baldwin
2025EMNLPSCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection.Taichi Aida, Danushka Bollegala
2025EMNLPBias Mitigation or Cultural Commonsense? Evaluating LLMs with a Japanese Dataset.Taisei Yamamoto, Ryoma Kumon, Danushka Bollegala, Hitomi Yanaka
2025EMNLPAnnotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models.Gaifan Zhang, Yi Zhou, Danushka Bollegala
2025ICLRImproving Unsupervised Constituency Parsing via Maximizing Semantic Information.Junjie Chen, Xiangheng He, Yusuke Miyao, Danushka Bollegala
2025IJCAIAn Ethical Dataset from Real-World Interactions Between Users and Large Language Models.Masahiro Kaneko, Danushka Bollegala, Timothy Baldwin
2024ACLA Semantic Distance Metric Learning approach for Lexical Semantic Change Detection.Taichi Aida, Danushka Bollegala
2024ACLUnsupervised Parsing by Searching for Frequent Word Sequences among Sentences with Equivalent Predicate-Argument Structures.Junjie Chen, Xiangheng He, Danushka Bollegala, Yusuke Miyao
2024COLINGEvaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings.Gaifan Zhang, Yi Zhou, Danushka Bollegala
2024EACLIn-Contextual Gender Bias Suppression for Large Language Models.Daisuke Oba, Masahiro Kaneko, Danushka Bollegala
2024EMNLPImproving Diversity of Commonsense Generation by Large Language Models via In-Context Learning.Tianhui Zhang, Bei Peng, Danushka Bollegala
2024EMNLPEvaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models.Yi Zhou, Danushka Bollegala, Jos Camacho-Collados
2024NAACLImproving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER.Micheal Abaho, Danushka Bollegala, Gary Leeming, Dan W. Joyce, Iain E. Buchan
2024PACLICGenerating Character Relationship Maps for a Story.Taichi Uchino, Danushka Bollegala, Naiwala P. Chandrasiri
2023ACLUnsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings.Taichi Aida, Danushka Bollegala
2023ACLTogether We Make Sense-Learning Meta-Sense Embeddings.Haochen Luo, Yi Zhou, Danushka Bollegala
2023ACLLearning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation.Xiaohang Tang, Yi Zhou, Danushka Bollegala
2023ACLSolving Cosine Similarity Underestimation between High Frequency Words by \ell₂ Norm Discounting.Saeth Wannasuphoprasit, Yi Zhou, Danushka Bollegala
2023EACLEvaluating the Robustness of Discrete Prompts.Yoichi Ishibashi, Danushka Bollegala, Katsuhito Sudoh, Satoshi Nakamura
2023EACLComparing Intrinsic Gender Bias Evaluation Measures without using Human Annotated Examples.Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki
2023EMNLPSwap and Predict - Predicting the Semantic Changes in Words across Corpora by Context Swapping.Taichi Aida, Danushka Bollegala
2023EMNLPA Word Sense Distribution-based approach for Semantic Change Prediction.Xiaohang Tang, Yi Zhou, Taichi Aida, Procheta Sen, Danushka Bollegala
2023EMNLPA Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models.Yi Zhou, Jos Camacho-Collados, Danushka Bollegala
2023IJCNLPA Neighbourhood-Aware Differential Privacy Mechanism for Static Word Embeddings.Danushka Bollegala, Shuichi Otake, Tomoya Machide, Ken-ichi Kawarabayashi
2023IJCNLPThe Impact of Debiasing on the Performance of Language Models in Downstream Tasks is Underestimated.Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki
2023IJCNLPLearning to Predict Concept Ordering for Common Sense Generation.Tianhui Zhang, Danushka Bollegala, Bei Peng
2023ICRAVis2Hap: Vision-based Haptic Rendering by Cross-modal Generation.Guanqun Cao, Jiaqi Jiang, Ningtao Mao, Danushka Bollegala, Min Li, Shan Luo
2023IROSLearn from Incomplete Tactile Data: Tactile Representation Learning with Masked Autoencoders.Guanqun Cao, Jiaqi Jiang, Danushka Bollegala, Shan Luo
2022AAAIUnmasking the Mask - Evaluating Social Biases in Masked Language Models.Masahiro Kaneko, Danushka Bollegala
2022ACLSense Embeddings are also Biased - Evaluating Social Biases in Static and Contextualised Sense Embeddings.Yi Zhou, Masahiro Kaneko, Danushka Bollegala
2022COLINGDebiasing Isn't Enough! - on the Effectiveness of Debiasing MLMs and Their Social Biases in Downstream Tasks.Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki
2022EMNLPGender Bias in Meta-Embeddings.Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki
2022EMNLPOn the Curious Case of l2 norm of Sense Embeddings.Yi Zhou, Danushka Bollegala
2022IJCAILearning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source Embeddings.Danushka Bollegala
2022IJCAIA Survey on Word Meta-Embedding Learning.Danushka Bollegala, James O'Neill
2022LRECQuery Obfuscation by Semantic Decomposition.Danushka Bollegala, Tomoya Machide, Ken-ichi Kawarabayashi
2022LRECUnsupervised Attention-based Sentence-Level Meta-Embeddings from Contextualised Language Models.Keigo Takahashi, Danushka Bollegala
2022NAACLLearning to Borrow- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion.Huda Hakami, Mona Hakami, Angrosh Mandya, Danushka Bollegala
2022NAACLGender Bias in Masked Language Models for Multiple Languages.Masahiro Kaneko, Aizhan Imankulova, Danushka Bollegala, Naoaki Okazaki
2021DaWaKDocument Ranking for Curated Document Databases Using BERT and Knowledge Graph Embeddings: Introducing GRAB-Rank.Iqra Muhammad, Danushka Bollegala, Frans Coenen, Carrol Gamble, Anna Kearney, Paula Williamson
2021EACLRelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding.Danushka Bollegala, Huda Hakami, Yuichi Yoshida, Ken-ichi Kawarabayashi
2021EACLDictionary-based Debiasing of Pre-trained Word Embeddings.Masahiro Kaneko, Danushka Bollegala
2021EACLDebiasing Pre-trained Contextualised Embeddings.Masahiro Kaneko, Danushka Bollegala
2021EMNLPDetect and Classify - Joint Span Detection and Classification for Health Outcomes.Micheal Abaho, Danushka Bollegala, Paula Williamson, Susanna Dodd
2021EMNLPI Wish I Would Have Loved This One, But I Didn't - A Multilingual Dataset for Counterfactual Detection in Product Review.James O'Neill, Polina Rozenshtein, Ryuichi Kiryo, Motoko Kubota, Danushka Bollegala
2021PACLICLearning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy.Danushka Bollegala, Yi Zhou
2021SIGIRBackretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora.Mikhail Fain, Niall Twomey, Danushka Bollegala
2020ACLTree-Structured Neural Topic Model.Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata
2020COLINGAutoencoding Improves Pre-trained Word Embeddings.Masahiro Kaneko, Danushka Bollegala
2020COLINGGraph Convolution over Multiple Dependency Sub-graphs for Relation Extraction.Angrosh Mandya, Danushka Bollegala, Frans Coenen
2020ECAIMeta-Embedding as Auxiliary Task Regularization.James O'Neill, Danushka Bollegala
2020IJCNLPMulti-Source Attention for Unsupervised Domain Adaptation.Xia Cui, Danushka Bollegala
2020IROSSpatio-temporal Attention Model for Tactile Texture Recognition.Guanqun Cao, Yi Zhou, Danushka Bollegala, Shan Luo
2020LRECLanguage-Independent Tokenisation Rivals Language-Specific Tokenisation for Word Similarity Prediction.Danushka Bollegala, Ryuichi Kiryo, Kosuke Tsujino, Haruki Yukawa
2020LRECDo not let the history haunt you: Mitigating Compounding Errors in Conversational Question Answering.Angrosh Mandya, James O'Neill, Danushka Bollegala, Frans Coenen
2020SGAIMaintaining Curated Document Databases Using a Learning to Rank Model: The ORRCA Experience.Iqra Muhammad, Danushka Bollegala, Frans Coenen, Carrol Gamble, Anna Kearney, Paula Williamson
2019ACLGender-preserving Debiasing for Pre-trained Word Embeddings.Masahiro Kaneko, Danushka Bollegala
2019IC3KUnsupervised Evaluation of Human Translation Quality.Yi Zhou, Danushka Bollegala
2019IC3KPredicting the Quality of Translations Without an Oracle.Yi Zhou, Danushka Bollegala
2019ICAILAutomated Bundle Pagination Using Machine Learning.Alessandro Torrisi, Robert Bevan, Katie Atkinson, Danushka Bollegala, Frans Coenen
2019IJCAICorrecting Crowdsourced Annotations to Improve Detection of Outcome Types in Evidence Based Medicine.Micheal Abaho, Danushka Bollegala, Paula R. Williamson, Susanna Dodd
2019IJCAIExtracting Supporting Evidence from Medical Negligence Claim Texts.Robert Bevan, Alessandro Torrisi, Danushka Bollegala, Frans Coenen, Katie Atkinson
2019IJCAITick Parasitism Classification from Noisy Medical Records.James O'Neill, Danushka Bollegala, Peter-J. Noble, Alan David Radford
2019ICRA"Touching to See" and "Seeing to Feel": Robotic Cross-modal Sensory Data Generation for Visual-Tactile Perception.Jet-Tsyn Lee, Danushka Bollegala, Shan Luo
2019JURIXCombining Textual and Visual Information for Typed and Handwritten Text Separation in Legal Documents.Alessandro Torrisi, Robert Bevan, Katie Atkinson, Danushka Bollegala, Frans Coenen
2019RANLPSelf-Adaptation for Unsupervised Domain Adaptation.Xia Cui, Danushka Bollegala
2018AAAIUsing k-Way Co-Occurrences for Learning Word Embeddings.Danushka Bollegala, Yuichi Yoshida, Ken-ichi Kawarabayashi
2018COLINGLearning Word Meta-Embeddings by Autoencoding.Danushka Bollegala, Cong Bao
2018COLINGWhy does PairDiff work? - A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection.Huda Hakami, Kohei Hayashi, Danushka Bollegala
2018COLINGAn Empirical Study on Fine-Grained Named Entity Recognition.Khai Mai, Thai-Hoang Pham, Minh Trung Nguyen, Nguyen Tuan Duc, Danushka Bollegala, Ryohei Sasano, Satoshi Sekine
2018ICISSPSpectral Analysis of Keystroke Streams: Towards Effective Real-time Continuous User Authentication.Abdullah Alshehri, Frans Coenen, Danushka Bollegala
2018IJCAIThink Globally, Embed Locally - Locally Linear Meta-embedding of Words.Danushka Bollegala, Kohei Hayashi, Ken-ichi Kawarabayashi
2018JURIXEfficient and Effective Case Reject-Accept Filtering: A Study Using Machine Learning.Robert Bevan, Alessandro Torrisi, Katie Atkinson, Danushka Bollegala, Frans Coenen
2018LRECJoint Learning of Sense and Word Embeddings.Mohammed Alsuhaibani, Danushka Bollegala
2018LRECA Dataset for Inter-Sentence Relation Extraction using Distant Supervision.Angrosh Mandya, Danushka Bollegala, Frans Coenen, Katie Atkinson
2018LRECSentiment-Stance-Specificity (SSS) Dataset: Identifying Support-based Entailment among Opinions.Pavithra Rajendran, Danushka Bollegala, Simon Parsons
2018NAACLFrustratingly Easy Meta-Embedding - Computing Meta-Embeddings by Averaging Source Word Embeddings.Joshua Coates, Danushka Bollegala
2018NAACLIs Something Better than Nothing? Automatically Predicting Stance-based Arguments Using Deep Learning and Small Labelled Dataset.Pavithra Rajendran, Danushka Bollegala, Simon Parsons
2017CICLINGClassifier-Based Pattern Selection Approach for Relation Instance Extraction.Angrosh Mandya, Danushka Bollegala, Frans Coenen, Katie Atkinson
2017IC3KBehavioural Biometric Continuous User Authentication Using Multivariate Keystroke Streams in the Spectral Domain.Abdullah Alshehri, Frans Coenen, Danushka Bollegala
2017IC3KAccurate Continuous and Non-intrusive User Authentication with Multivariate Keystroke Streaming.Abdullah Alshehri, Frans Coenen, Danushka Bollegala
2017ICAILCLIEL: context-based information extraction from commercial law documents.Matias Garcia-Constantino, Katie Atkinson, Danushka Bollegala, Karl Chapman, Frans Coenen, Claire Roberts, Katy Robson
2017ICDMSpectral Keyboard Streams: Towards Effective and Continuous Authentication.Abdullah Alshehri, Frans Coenen, Danushka Bollegala
2016AAAIJoint Word Representation Learning Using a Corpus and a Semantic Lexicon.Danushka Bollegala, Mohammed Alsuhaibani, Takanori Maehara, Ken-ichi Kawarabayashi
2016ACLContextual stance classification of opinions: A step towards enthymeme reconstruction in online reviews.Pavithra Rajendran, Danushka Bollegala, Simon Parsons
2016COMMAAssessing Weight of Opinion by Aggregating Coalitions of Arguments.Pavithra Rajendran, Danushka Bollegala, Simon Parsons
2016DaWaKKeyboard Usage Authentication Using Time Series Analysis.Abdullah Alshehri, Frans Coenen, Danushka Bollegala
2016SGAITowards Keystroke Continuous Authentication Using Time Series Analytics.Abdullah Alshehri, Frans Coenen, Danushka Bollegala
2015AAAILearning Word Representations from Relational Graphs.Danushka Bollegala, Takanori Maehara, Yuichi Yoshida, Ken-ichi Kawarabayashi
2015ACLUnsupervised Cross-Domain Word Representation Learning.Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi
2015ECIRA Discourse Search Engine Based on Rhetorical Structure Theory.Pascal Kuyten, Danushka Bollegala, Bernd Hollerit, Helmut Prendinger, Kiyoharu Aizawa
2015IJCAIEmbedding Semantic Relations into Word Representations.Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi
2014ACLLearning to Predict Distributions of Words Across Domains.Danushka Bollegala, David J. Weir, John Carroll
2013CECLearning non-linear ranking functions for web search using probabilistic model building GP.Hiroyuki Sato, Danushka Bollegala, Yoshihiko Hasegawa, Hitoshi Iba
2013IJCAIMining for Analogous Tuples from an Entity-Relation Graph.Danushka Bollegala, Mitsuru Kusumoto, Yuichi Yoshida, Ken-ichi Kawarabayashi
2012AAAIMultinomial Relation Prediction in Social Data: A Dimension Reduction Approach.Nozomi Nori, Danushka Bollegala, Hisashi Kashima
2012AAAISimilarity Is Not Entailment - Jointly Learning Similarity Transformation for Textual Entailment.Ken-Ichi Yokote, Danushka Bollegala, Mitsuru Ishizuka
2012CECProbabilistic model building GP with Belief propagation.Hiroyuki Sato, Yoshihiko Hasegawa, Danushka Bollegala, Hitoshi Iba
2011AAAICross-Language Latent Relational Search: Mapping Knowledge across Languages.Nguyen Tuan Duc, Danushka Bollegala, Mitsuru Ishizuka
2011ACLUsing Multiple Sources to Construct a Sentiment Sensitive Thesaurus for Cross-Domain Sentiment Classification.Danushka Bollegala, David J. Weir, John Carroll
2011CECAn adaptive differential evolution algorithm.Nasimul Noman, Danushka Bollegala, Hitoshi Iba
2011CICLINGSemi-supervised Discourse Relation Classification with Structural Learning.Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka
2011CICLINGUsing Graph Based Method to Improve Bootstrapping Relation Extraction.Haibo Li, Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2011CIKMCollaborative exploratory search in real-world context.Naoki Tani, Danushka Bollegala, Naiwala P. Chandrasiri, Keisuke Okamoto, Kazunari Nawa, Shuhei Iitsuka, Yutaka Matsuo
2011GECCORankDE: learning a ranking function for information retrieval using differential evolution.Danushka Bollegala, Nasimul Noman, Hitoshi Iba
2011GECCODifferential evolution with self adaptive local search.Nasimul Noman, Danushka Bollegala, Hitoshi Iba
2011IJCAIRelation Adaptation: Learning to Extract Novel Relations with Minimum Supervision.Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2011IJCAIInterest Prediction on Multinomial, Time-Evolving Social Graph.Nozomi Nori, Danushka Bollegala, Mitsuru Ishizuka
2011ICWSMExploiting User Interest on Social Media for Aggregating Diverse Data and Predicting Interest.Nozomi Nori, Danushka Bollegala, Mitsuru Ishizuka
2011WWWFrom actors, politicians, to CEOs: domain adaptation of relational extractors using a latent relational mapping.Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2010CICLINGA Sequential Model for Discourse Segmentation.Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka
2010EMNLPA Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension.Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka
2010PRICAIExploiting Symmetry in Relational Similarity for Ranking Relational Search Results.Tomokazu Goto, Nguyen Tuan Duc, Danushka Bollegala, Mitsuru Ishizuka
2010WWWRelational duality: unsupervised extraction of semantic relations between entities on the web.Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2010SIGdialTowards Semi-Supervised Classification of Discourse Relations using Feature Correlations.Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka
2009EMNLPA Relational Model of Semantic Similarity between Words using Automatically Extracted Lexical Pattern Clusters from the Web.Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2009WWWMeasuring the similarity between implicit semantic relations from the web.Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2009WSDMMeasuring the similarity between implicit semantic relations using web search engines.Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2008ECAIWWW sits the SAT: Measuring Relational Similarity on the Web.Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2008IJCNLPA Co-occurrence Graph-based Approach for Personal Name Alias Extraction from Anchor Texts.Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2008WWWMining for personal name aliases on the web.Danushka Bollegala, Taiki Honma, Yutaka Matsuo, Mitsuru Ishizuka
2007NAACLAn Integrated Approach to Measuring Semantic Similarity between Words Using Information Available on the Web.Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2007WWWMeasuring semantic similarity between words using web search engines.Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2006AAAISpinning Multiple Social Networks for Semantic Web.Yutaka Matsuo, Masahiro Hamasaki, Yoshiyuki Nakamura, Takuichi Nishimura, Kiti Hasida, Hideaki Takeda, Junichiro Mori, Danushka Bollegala, Mitsuru Ishizuka
2006ACLA Bottom-Up Approach to Sentence Ordering for Multi-Document Summarization.Danushka Bollegala, Naoaki Okazaki, Mitsuru Ishizuka
2006CICLINGExtracting Key Phrases to Disambiguate Personal Names on the Web.Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2006ECAIDisambiguating Personal Names on the Web Using Automatically Extracted Key Phrases.Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2005IJCNLPA Machine Learning Approach to Sentence Ordering for Multidocument Summarization and Its Evaluation.Danushka Bollegala, Naoaki Okazaki, Mitsuru Ishizuka