Danushka Bollegala

279 papers A* 33A 16B 23C 12Misc 1Journal 120Unranked 70

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	CASE - Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement. EACL (Volume 1: Long Papers) Gaifan Zhang, Yi Zhou, Danushka Bollegala
2026	—	`conf`	Evaluating the Effect of Retrieval Augmentation on Social Biases. EACL (Volume 1: Long Papers) Tianhui Zhang, Yi Zhou, Danushka Bollegala
2026	J	`jnl`	Map of Encoders - Mapping Sentence Encoders using Quantum Relative Entropy. CoRR Gaifan Zhang, Danushka Bollegala
2026	—	`conf`	Patient History Visualization for Structured Medication Reviews: A Design Study. BIOSTEC (4) Layik Hama, Roy A. Ruddle, A. S. Abuzour, Micheal Abaho, A. Aslam, Danushka Bollegala, Andrew Clegg, M. Gabbay, F. S. Mair, M. O'Connell, Samuel D. Relton, E. Shantsila, Matthew Sperrin, S. A. Wilson, A. A. Woodall, Iain E. Buchan, Lauren E. Walker
2026	J	`jnl`	Stopping Computation for Converged Tokens in Masked Diffusion-LM Decoding. CoRR Daisuke Oba, Danushka Bollegala, Masahiro Kaneko, Naoaki Okazaki
2026	J	`jnl`	Synthetic Data Generation for Training Diversified Commonsense Reasoning Models. CoRR Tianhui Zhang, Bei Peng, Danushka Bollegala
2025	J	`jnl`	A Metric Differential Privacy Mechanism for Sentence Embeddings. ACM Trans. Priv. Secur. Danushka Bollegala, Shuichi Otake, Tomoya Machide, Ken-ichi Kawarabayashi
2025	A*	`conf`	An Ethical Dataset from Real-World Interactions Between Users and Large Language Models. IJCAI Masahiro Kaneko, Danushka Bollegala, Timothy Baldwin
2025	A*	`conf`	Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models. EMNLP Gaifan Zhang, Yi Zhou, Danushka Bollegala
2025	J	`jnl`	Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models. CoRR Gaifan Zhang, Yi Zhou, Danushka Bollegala
2025	A*	`conf`	Bias Mitigation or Cultural Commonsense? Evaluating LLMs with a Japanese Dataset. EMNLP Taisei Yamamoto, Ryoma Kumon, Danushka Bollegala, Hitomi Yanaka
2025	J	`jnl`	Bias Mitigation or Cultural Commonsense? Evaluating LLMs with a Japanese Dataset. CoRR Taisei Yamamoto, Ryoma Kumon, Danushka Bollegala, Hitomi Yanaka
2025	J	`jnl`	CASE - Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement. CoRR Gaifan Zhang, Yi Zhou, Danushka Bollegala
2025	J	`jnl`	Evaluating the Effect of Retrieval Augmentation on Social Biases. CoRR Tianhui Zhang, Yi Zhou, Danushka Bollegala
2025	—	`conf`	Evaluating the Evaluation of Diversity in Commonsense Generation. ACL (1) Tianhui Zhang, Bei Peng, Danushka Bollegala
2025	J	`jnl`	Evaluating the Evaluation of Diversity in Commonsense Generation. CoRR Tianhui Zhang, Bei Peng, Danushka Bollegala
2025	A*	`conf`	Improving Unsupervised Constituency Parsing via Maximizing Semantic Information. ICLR Junjie Chen, Xiangheng He, Yusuke Miyao, Danushka Bollegala
2025	B	`conf`	Investigating the Contextualised Word Embedding Dimensions Specified for Contextual and Temporal Semantic Changes. COLING Taichi Aida, Danushka Bollegala
2025	J	`jnl`	Neuron-Level Analysis of Cultural Understanding in Large Language Models. CoRR Taisei Yamamoto, Ryoma Kumon, Danushka Bollegala, Hitomi Yanaka
2025	J	`jnl`	Report on the 3rd Symposium on NLP for Social Good (NSG 2025). SIGIR Forum Procheta Sen, Tulika Saha, Danushka Bollegala
2025	—	`conf`	SCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection. EMNLP (Findings) Taichi Aida, Danushka Bollegala
2025	J	`jnl`	SCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection. CoRR Taichi Aida, Danushka Bollegala
2025	B	`conf`	The Gaps between Fine Tuning and In-context Learning in Bias Evaluation and Debiasing. COLING Masahiro Kaneko, Danushka Bollegala, Timothy Baldwin
2024	—	`conf`	A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection. ACL (Findings) Taichi Aida, Danushka Bollegala
2024	J	`jnl`	A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection. CoRR Taichi Aida, Danushka Bollegala
2024	J	`jnl`	Community knowledge graph abstraction for enhanced link prediction: A study on PubMed knowledge graph. J. Biomed. Informatics Yang Zhao, Danushka Bollegala, Shunsuke Hirose, Yingzi Jin, Tomotake Kozu
2024	J	`jnl`	Constituents Correspond to Word Sequence Patterns among Sentences with Equivalent Predicate-Argument Structures: Unsupervised Constituency Parsing by Span Matching. CoRR Junjie Chen, Xiangheng He, Danushka Bollegala, Yusuke Miyao
2024	J	`jnl`	Eagle: Ethical Dataset Given from Real Interactions. CoRR Masahiro Kaneko, Danushka Bollegala, Timothy Baldwin
2024	J	`jnl`	Evaluating Gender Bias in Large Language Models via Chain-of-Thought Prompting. CoRR Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki, Timothy Baldwin
2024	A*	`conf`	Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models. EMNLP Yi Zhou, Danushka Bollegala, José Camacho-Collados
2024	J	`jnl`	Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models. CoRR Yi Zhou, Danushka Bollegala, José Camacho-Collados
2024	—	`conf`	Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings. LREC/COLING Gaifan Zhang, Yi Zhou, Danushka Bollegala
2024	J	`jnl`	Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings. CoRR Gaifan Zhang, Yi Zhou, Danushka Bollegala
2024	C	`conf`	Generating Character Relationship Maps for a Story. PACLIC Taichi Uchino, Danushka Bollegala, Naiwala P. Chandrasiri
2024	—	`conf`	Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning. EMNLP (Findings) Tianhui Zhang, Bei Peng, Danushka Bollegala
2024	J	`jnl`	Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning. CoRR Tianhui Zhang, Bei Peng, Danushka Bollegala
2024	—	`conf`	Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER. NAACL-HLT Micheal Abaho, Danushka Bollegala, Gary Leeming, Dan W. Joyce, Iain E. Buchan
2024	J	`jnl`	Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER. CoRR Micheal Abaho, Danushka Bollegala, Gary Leeming, Dan W. Joyce, Iain E. Buchan
2024	J	`jnl`	Improving Unsupervised Constituency Parsing via Maximizing Semantic Information. CoRR Junjie Chen, Xiangheng He, Yusuke Miyao, Danushka Bollegala
2024	—	`conf`	In-Contextual Gender Bias Suppression for Large Language Models. EACL (Findings) Daisuke Oba, Masahiro Kaneko, Danushka Bollegala
2024	J	`jnl`	Investigating the Contextualised Word Embedding Dimensions Responsible for Contextual and Temporal Semantic Changes. CoRR Taichi Aida, Danushka Bollegala
2024	J	`jnl`	Multimodal zero-shot learning for tactile texture recognition. Robotics Auton. Syst. Guanqun Cao, Jiaqi Jiang, Danushka Bollegala, Min Li, Shan Luo
2024	—	`ed.`	Proceedings of the 2nd Symposium on NLP for Social Good (NSG 2024), Liverpool, United Kingdom, April 25-26, 2024. NSG Procheta Sen, Tulika Saha, Danushka Bollegala
2024	—	`conf`	Report on the 2nd Symposium on NLP for Social Good. NSG Procheta Sen, Tulika Saha, Danushka Bollegala
2024	J	`jnl`	The Gaps between Pre-train and Downstream Settings in Bias Evaluation and Debiasing. CoRR Masahiro Kaneko, Danushka Bollegala, Timothy Baldwin
2024	—	`conf`	Unsupervised Parsing by Searching for Frequent Word Sequences among Sentences with Equivalent Predicate-Argument Structures. ACL (Findings) Junjie Chen, Xiangheng He, Danushka Bollegala, Yusuke Miyao
2023	—	`conf`	A Neighbourhood-Aware Differential Privacy Mechanism for Static Word Embeddings. IJCNLP (Findings) Danushka Bollegala, Shuichi Otake, Tomoya Machide, Ken-ichi Kawarabayashi
2023	J	`jnl`	A Neighbourhood-Aware Differential Privacy Mechanism for Static Word Embeddings. CoRR Danushka Bollegala, Shuichi Otake, Tomoya Machide, Ken-ichi Kawarabayashi
2023	A*	`conf`	A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models. EMNLP Yi Zhou, José Camacho-Collados, Danushka Bollegala
2023	J	`jnl`	A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models. CoRR Yi Zhou, José Camacho-Collados, Danushka Bollegala
2023	—	`conf`	A Word Sense Distribution-based approach for Semantic Change Prediction. EMNLP (Findings) Xiaohang Tang, Yi Zhou, Taichi Aida, Procheta Sen, Danushka Bollegala
2023	J	`jnl`	Can Word Sense Distribution Detect Semantic Changes of Words? CoRR Xiaohang Tang, Yi Zhou, Taichi Aida, Procheta Sen, Danushka Bollegala
2023	A	`conf`	Comparing Intrinsic Gender Bias Evaluation Measures without using Human Annotated Examples. EACL Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki
2023	J	`jnl`	Comparing Intrinsic Gender Bias Evaluation Measures without using Human Annotated Examples. CoRR Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki
2023	A	`conf`	Evaluating the Robustness of Discrete Prompts. EACL Yoichi Ishibashi, Danushka Bollegala, Katsuhito Sudoh, Satoshi Nakamura
2023	J	`jnl`	Evaluating the Robustness of Discrete Prompts. CoRR Yoichi Ishibashi, Danushka Bollegala, Katsuhito Sudoh, Satoshi Nakamura
2023	J	`jnl`	In-Contextual Bias Suppression for Large Language Models. CoRR Daisuke Oba, Masahiro Kaneko, Danushka Bollegala
2023	A	`conf`	Learn from Incomplete Tactile Data: Tactile Representation Learning with Masked Autoencoders. IROS Guanqun Cao, Jiaqi Jiang, Danushka Bollegala, Shan Luo
2023	J	`jnl`	Learn from Incomplete Tactile Data: Tactile Representation Learning with Masked Autoencoders. CoRR Guanqun Cao, Jiaqi Jiang, Danushka Bollegala, Shan Luo
2023	—	`conf`	Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation. ACL (1) Xiaohang Tang, Yi Zhou, Danushka Bollegala
2023	—	`conf`	Learning to Predict Concept Ordering for Common Sense Generation. IJCNLP (2) Tianhui Zhang, Danushka Bollegala, Bei Peng
2023	J	`jnl`	Learning to Predict Concept Ordering for Common Sense Generation. CoRR Tianhui Zhang, Danushka Bollegala, Bei Peng
2023	J	`jnl`	Metrics for quantifying isotropy in high dimensional unsupervised clustering tasks in a materials context. CoRR Samantha Durdy, Michael W. Gaultois, Vladimir V. Gusev, Danushka Bollegala, Matthew J. Rosseinsky
2023	J	`jnl`	Multimodal Zero-Shot Learning for Tactile Texture Recognition. CoRR Guanqun Cao, Jiaqi Jiang, Danushka Bollegala, Min Li, Shan Luo
2023	—	`ed.`	Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), ACL 2023, Toronto, Canada, July 10-12, 2023. ACL (demo) Danushka Bollegala, Ruihong Huang, Alan Ritter
2023	J	`jnl`	Report on the 1st Symposium on NLP for Social: Good (NSG 2023). SIGIR Forum Procheta Sen, Tulika Saha, Danushka Bollegala
2023	J	`jnl`	Solving Cosine Similarity Underestimation between High Frequency Words by L2 Norm Discounting. CoRR Saeth Wannasuphoprasit, Yi Zhou, Danushka Bollegala
2023	—	`conf`	Solving Cosine Similarity Underestimation between High Frequency Words by \ell₂ Norm Discounting. ACL (Findings) Saeth Wannasuphoprasit, Yi Zhou, Danushka Bollegala
2023	—	`conf`	Swap and Predict - Predicting the Semantic Changes in Words across Corpora by Context Swapping. EMNLP (Findings) Taichi Aida, Danushka Bollegala
2023	J	`jnl`	Swap and Predict - Predicting the Semantic Changes in Words across Corpora by Context Swapping. CoRR Taichi Aida, Danushka Bollegala
2023	—	`conf`	The Impact of Debiasing on the Performance of Language Models in Downstream Tasks is Underestimated. IJCNLP (2) Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki
2023	J	`jnl`	The Impact of Debiasing on the Performance of Language Models in Downstream Tasks is Underestimated. CoRR Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki
2023	J	`jnl`	Together We Make Sense - Learning Meta-Sense Embeddings from Pretrained Static Sense Embeddings. CoRR Haochen Luo, Yi Zhou, Danushka Bollegala
2023	—	`conf`	Together We Make Sense-Learning Meta-Sense Embeddings. ACL (Findings) Haochen Luo, Yi Zhou, Danushka Bollegala
2023	—	`conf`	Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings. ACL (Findings) Taichi Aida, Danushka Bollegala
2023	J	`jnl`	Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings. CoRR Taichi Aida, Danushka Bollegala
2023	A*	`conf`	Vis2Hap: Vision-based Haptic Rendering by Cross-modal Generation. ICRA Guanqun Cao, Jiaqi Jiang, Ningtao Mao, Danushka Bollegala, Min Li, Shan Luo
2023	J	`jnl`	Vis2Hap: Vision-based Haptic Rendering by Cross-modal Generation. CoRR Guanqun Cao, Jiaqi Jiang, Ningtao Mao, Danushka Bollegala, Min Li, Shan Luo
2022	A*	`conf`	A Survey on Word Meta-Embedding Learning. IJCAI Danushka Bollegala, James O'Neill
2022	J	`jnl`	A Survey on Word Meta-Embedding Learning. CoRR Danushka Bollegala, James O'Neill
2022	J	`jnl`	Assessment of contextualised representations in detecting outcome phrases in clinical trials. CoRR Micheal Abaho, Danushka Bollegala, Paula R. Williamson, Susanna Dodd
2022	B	`conf`	Debiasing Isn't Enough! - on the Effectiveness of Debiasing MLMs and Their Social Biases in Downstream Tasks. COLING Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki
2022	J	`jnl`	Debiasing isn't enough! - On the Effectiveness of Debiasing MLMs and their Social Biases in Downstream Tasks. CoRR Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki
2022	—	`conf`	Gender Bias in Masked Language Models for Multiple Languages. NAACL-HLT Masahiro Kaneko, Aizhan Imankulova, Danushka Bollegala, Naoaki Okazaki
2022	J	`jnl`	Gender Bias in Masked Language Models for Multiple Languages. CoRR Masahiro Kaneko, Aizhan Imankulova, Danushka Bollegala, Naoaki Okazaki
2022	—	`conf`	Gender Bias in Meta-Embeddings. EMNLP (Findings) Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki
2022	J	`jnl`	Gender Bias in Meta-Embeddings. CoRR Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki
2022	J	`jnl`	Improvement of intervention information detection for automated clinical literature screening during systematic review. J. Biomed. Informatics Tadashi Tsubota, Danushka Bollegala, Yang Zhao, Yingzi Jin, Tomotake Kozu
2022	J	`jnl`	Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation. CoRR Xiaohang Tang, Yi Zhou, Danushka Bollegala
2022	A*	`conf`	Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source Embeddings. IJCAI Danushka Bollegala
2022	J	`jnl`	Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source Embeddings. CoRR Danushka Bollegala
2022	J	`jnl`	Learning to Borrow - Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion. CoRR Huda Hakami, Mona Hakami, Angrosh Mandya, Danushka Bollegala
2022	—	`conf`	Learning to Borrow- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion. NAACL-HLT Huda Hakami, Mona Hakami, Angrosh Mandya, Danushka Bollegala
2022	—	`conf`	On the Curious Case of l2 norm of Sense Embeddings. EMNLP (Findings) Yi Zhou, Danushka Bollegala
2022	J	`jnl`	On the Curious Case of 𝓁 CoRR Yi Zhou, Danushka Bollegala
2022	—	`conf`	Position-based Prompting for Health Outcome Generation. BioNLP@ACL Micheal Abaho, Danushka Bollegala, Paula Williamson, Susanna Dodd
2022	J	`jnl`	Position-based Prompting for Health Outcome Generation. CoRR Micheal Abaho, Danushka Bollegala, Paula Williamson, Susanna Dodd
2022	B	`conf`	Query Obfuscation by Semantic Decomposition. LREC Danushka Bollegala, Tomoya Machide, Ken-ichi Kawarabayashi
2022	J	`jnl`	Random projections and Kernelised Leave One Cluster Out Cross-Validation: Universal baselines and evaluation tools for supervised machine learning for materials properties. CoRR Samantha Durdy, Michael W. Gaultois, Vladimir V. Gusev, Danushka Bollegala, Matthew J. Rosseinsky
2022	—	`conf`	Sense Embeddings are also Biased - Evaluating Social Biases in Static and Contextualised Sense Embeddings. ACL (1) Yi Zhou, Masahiro Kaneko, Danushka Bollegala
2022	J	`jnl`	Sense Embeddings are also Biased-Evaluating Social Biases in Static and Contextualised Sense Embeddings. CoRR Yi Zhou, Masahiro Kaneko, Danushka Bollegala
2022	A*	`conf`	Unmasking the Mask - Evaluating Social Biases in Masked Language Models. AAAI Masahiro Kaneko, Danushka Bollegala
2022	B	`conf`	Unsupervised Attention-based Sentence-Level Meta-Embeddings from Contextualised Language Models. LREC Keigo Takahashi, Danushka Bollegala
2022	J	`jnl`	Unsupervised Attention-based Sentence-Level Meta-Embeddings from Contextualised Language Models. CoRR Keigo Takahashi, Danushka Bollegala
2021	A*	`conf`	Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora. SIGIR Mikhail Fain, Niall Twomey, Danushka Bollegala
2021	J	`jnl`	Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora. CoRR Mikhail Fain, Niall Twomey, Danushka Bollegala
2021	A	`conf`	Debiasing Pre-trained Contextualised Embeddings. EACL Masahiro Kaneko, Danushka Bollegala
2021	J	`jnl`	Debiasing Pre-trained Contextualised Embeddings. CoRR Masahiro Kaneko, Danushka Bollegala
2021	—	`conf`	Detect and Classify - Joint Span Detection and Classification for Health Outcomes. EMNLP (1) Micheal Abaho, Danushka Bollegala, Paula Williamson, Susanna Dodd
2021	J	`jnl`	Detect and Classify - Joint Span Detection and Classification for Health Outcomes. CoRR Micheal Abaho, Danushka Bollegala, Paula Williamson, Susanna Dodd
2021	A	`conf`	Dictionary-based Debiasing of Pre-trained Word Embeddings. EACL Masahiro Kaneko, Danushka Bollegala
2021	J	`jnl`	Dictionary-based Debiasing of Pre-trained Word Embeddings. CoRR Masahiro Kaneko, Danushka Bollegala
2021	B	`conf`	Document Ranking for Curated Document Databases Using BERT and Knowledge Graph Embeddings: Introducing GRAB-Rank. DaWaK Iqra Muhammad, Danushka Bollegala, Frans Coenen, Carrol Gamble, Anna Kearney, Paula Williamson
2021	—	`conf`	I Wish I Would Have Loved This One, But I Didn't - A Multilingual Dataset for Counterfactual Detection in Product Review. EMNLP (1) James O'Neill, Polina Rozenshtein, Ryuichi Kiryo, Motoko Kubota, Danushka Bollegala
2021	J	`jnl`	I Wish I Would Have Loved This One, But I Didn't - A Multilingual Dataset for Counterfactual Detection in Product Reviews. CoRR James O'Neill, Polina Rozenshtein, Ryuichi Kiryo, Motoko Kubota, Danushka Bollegala
2021	C	`conf`	Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy. PACLIC Danushka Bollegala, Yi Zhou
2021	J	`jnl`	Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy. CoRR Yi Zhou, Danushka Bollegala
2021	A	`conf`	RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding. EACL Danushka Bollegala, Huda Hakami, Yuichi Yoshida, Ken-ichi Kawarabayashi
2021	J	`jnl`	RelWalk A Latent Variable Model Approach to Knowledge Graph Embedding. CoRR Danushka Bollegala, Huda Hakami, Yuichi Yoshida, Ken-ichi Kawarabayashi
2021	J	`jnl`	Semantically-Conditioned Negative Samples for Efficient Contrastive Learning. CoRR James O'Neill, Danushka Bollegala
2021	J	`jnl`	Unmasking the Mask - Evaluating Social Biases in Masked Language Models. CoRR Masahiro Kaneko, Danushka Bollegala
2021	J	`jnl`	Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance. CoRR Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata
2021	J	`jnl`	Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance. Trans. Assoc. Comput. Linguistics Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata
2021	J	`jnl`	k-Neighbor Based Curriculum Sampling for Sequence Prediction. CoRR James O'Neill, Danushka Bollegala
2020	B	`conf`	Autoencoding Improves Pre-trained Word Embeddings. COLING Masahiro Kaneko, Danushka Bollegala
2020	J	`jnl`	Autoencoding Improves Pre-trained Word Embeddings. CoRR Masahiro Kaneko, Danushka Bollegala
2020	J	`jnl`	Contextualised Graph Attention for Improved Relation Extraction. CoRR Angrosh Mandya, Danushka Bollegala, Frans Coenen
2020	J	`jnl`	DeepGraphMolGen, a multi-objective, computational strategy for generating molecules with desirable properties: a graph convolution and reinforcement learning approach. J. Cheminformatics Yash Khemchandani, Stephen O'Hagan, Soumitra Samanta, Neil Swainston, Timothy J. Roberts, Danushka Bollegala, Douglas B. Kell
2020	J	`jnl`	Do not let the history haunt you - Mitigating Compounding Errors in Conversational Question Answering. CoRR Angrosh Mandya, James O'Neill, Danushka Bollegala, Frans Coenen
2020	B	`conf`	Do not let the history haunt you: Mitigating Compounding Errors in Conversational Question Answering. LREC Angrosh Mandya, James O'Neill, Danushka Bollegala, Frans Coenen
2020	J	`jnl`	Explanation in AI and law: Past, present and future. Artif. Intell. Katie Atkinson, Trevor J. M. Bench-Capon, Danushka Bollegala
2020	B	`conf`	Graph Convolution over Multiple Dependency Sub-graphs for Relation Extraction. COLING Angrosh Mandya, Danushka Bollegala, Frans Coenen
2020	B	`conf`	Language-Independent Tokenisation Rivals Language-Specific Tokenisation for Word Similarity Prediction. LREC Danushka Bollegala, Ryuichi Kiryo, Kosuke Tsujino, Haruki Yukawa
2020	J	`jnl`	Language-Independent Tokenisation Rivals Language-Specific Tokenisation for Word Similarity Prediction. CoRR Danushka Bollegala, Ryuichi Kiryo, Kosuke Tsujino, Haruki Yukawa
2020	—	`conf`	Maintaining Curated Document Databases Using a Learning to Rank Model: The ORRCA Experience. SGAI Conf. Iqra Muhammad, Danushka Bollegala, Frans Coenen, Carrol Gamble, Anna Kearney, Paula Williamson
2020	A	`conf`	Meta-Embedding as Auxiliary Task Regularization. ECAI James O'Neill, Danushka Bollegala
2020	—	`conf`	Multi-Source Attention for Unsupervised Domain Adaptation. AACL/IJCNLP Xia Cui, Danushka Bollegala
2020	J	`jnl`	Multi-source Attention for Unsupervised Domain Adaptation. CoRR Xia Cui, Danushka Bollegala
2020	A	`conf`	Spatio-temporal Attention Model for Tactile Texture Recognition. IROS Guanqun Cao, Yi Zhou, Danushka Bollegala, Shan Luo
2020	J	`jnl`	Spatio-temporal Attention Model for Tactile Texture Recognition. CoRR Guanqun Cao, Yi Zhou, Danushka Bollegala, Shan Luo
2020	A*	`conf`	Tree-Structured Neural Topic Model. ACL Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata
2020	J	`jnl`	Weakly-Supervised Neural Response Selection from an Ensemble of Task-Specialised Dialogue Agents. CoRR Asir Saeed, Khai Mai, Pham Minh, Nguyen Tuan Duc, Danushka Bollegala
2019	A*	`conf`	"Touching to See" and "Seeing to Feel": Robotic Cross-modal Sensory Data Generation for Visual-Tactile Perception. ICRA Jet-Tsyn Lee, Danushka Bollegala, Shan Luo
2019	J	`jnl`	"Touching to See" and "Seeing to Feel": Robotic Cross-modal SensoryData Generation for Visual-Tactile Perception. CoRR Jet-Tsyn Lee, Danushka Bollegala, Shan Luo
2019	—	`conf`	A Pilot Study on Argument Simplification in Stance-Based Opinions. PACLING Pavithra Rajendran, Danushka Bollegala, Simon Parsons
2019	J	`jnl`	Anonymising Queries by Semantic Decomposition. CoRR Danushka Bollegala, Tomoya Machide, Ken-ichi Kawarabayashi
2019	C	`conf`	Automated Bundle Pagination Using Machine Learning. ICAIL Alessandro Torrisi, Robert Bevan, Katie Atkinson, Danushka Bollegala, Frans Coenen
2019	—	`conf`	Combining Long Short Term Memory and Convolutional Neural Network for Cross-Sentence n-ary Relation Extraction. AKBC Angrosh Mandya, Danushka Bollegala, Frans Coenen, Katie Atkinson
2019	C	`conf`	Combining Textual and Visual Information for Typed and Handwritten Text Separation in Legal Documents. JURIX Alessandro Torrisi, Robert Bevan, Katie Atkinson, Danushka Bollegala, Frans Coenen
2019	—	`conf`	Context-Guided Self-supervised Relation Embeddings. PACLING Huda Hakami, Danushka Bollegala
2019	—	`conf`	Correcting Crowdsourced Annotations to Improve Detection of Outcome Types in Evidence Based Medicine. KDH@IJCAI Micheal Abaho, Danushka Bollegala, Paula R. Williamson, Susanna Dodd
2019	J	`jnl`	Dividing and Conquering Cross-Modal Recipe Retrieval: from Nearest Neighbours Baselines to SoTA. CoRR Mikhail Fain, Andrey Ponikar, Ryan Fox, Danushka Bollegala
2019	J	`jnl`	Error-Correcting Neural Sequence Prediction. CoRR James O'Neill, Danushka Bollegala
2019	—	`conf`	Evaluating Co-reference Chains Based Conversation History in Conversational Question Answering. PACLING Angrosh Mandya, Danushka Bollegala, Frans Coenen
2019	—	`conf`	Extracting Supporting Evidence from Medical Negligence Claim Texts. KDH@IJCAI Robert Bevan, Alessandro Torrisi, Danushka Bollegala, Frans Coenen, Katie Atkinson
2019	—	`conf`	Gender-preserving Debiasing for Pre-trained Word Embeddings. ACL (1) Masahiro Kaneko, Danushka Bollegala
2019	J	`jnl`	Gender-preserving Debiasing for Pre-trained Word Embeddings. CoRR Masahiro Kaneko, Danushka Bollegala
2019	—	`conf`	Joint Learning of Hierarchical Word Embeddings from a Corpus and a Taxonomy. AKBC Mohammed Alsuhaibani, Takanori Maehara, Danushka Bollegala
2019	—	`conf`	Learning Relation Representations from Word Representations. AKBC Huda Hakami, Danushka Bollegala
2019	—	`conf`	Learning to Compose Relational Embeddings in Knowledge Graphs. PACLING Wenye Chen, Huda Hakami, Danushka Bollegala
2019	—	`conf`	Learning to Evaluate Neural Language Models. PACLING James O'Neill, Danushka Bollegala
2019	J	`jnl`	Multi-Task Learning with Contextualized Word Representations for Extented Named Entity Recognition. CoRR Thai-Hoang Pham, Khai Mai, Minh Trung Nguyen, Nguyen Tuan Duc, Danushka Bollegala, Ryohei Sasano, Satoshi Sekine
2019	C	`conf`	Predicting the Quality of Translations Without an Oracle. IC3K Yi Zhou, Danushka Bollegala
2019	Misc	`conf`	Self-Adaptation for Unsupervised Domain Adaptation. RANLP Xia Cui, Danushka Bollegala
2019	—	`conf`	Tick Parasitism Classification from Noisy Medical Records. KDH@IJCAI James O'Neill, Danushka Bollegala, Peter-J. Noble, Alan D. Radford
2019	J	`jnl`	Transfer Reward Learning for Policy Gradient-Based Text Generation. CoRR James O'Neill, Danushka Bollegala
2019	—	`conf`	Unsupervised Evaluation of Human Translation Quality. KDIR Yi Zhou, Danushka Bollegala
2018	B	`conf`	A Dataset for Inter-Sentence Relation Extraction using Distant Supervision. LREC Angrosh Mandya, Danushka Bollegala, Frans Coenen, Katie Atkinson
2018	J	`jnl`	A comparative study of pivot selection strategies for unsupervised cross-domain sentiment classification. Knowl. Eng. Rev. Xia Cui, Noor Al-Bazzaz, Danushka Bollegala, Frans Coenen
2018	B	`conf`	An Empirical Study on Fine-Grained Named Entity Recognition. COLING Khai Mai, Thai-Hoang Pham, Minh Trung Nguyen, Nguyen Tuan Duc, Danushka Bollegala, Ryohei Sasano, Satoshi Sekine
2018	J	`jnl`	Analysing Dropout and Compounding Errors in Neural Language Models. CoRR James O'Neill, Danushka Bollegala
2018	J	`jnl`	Angular-Based Word Meta-Embedding Learning. CoRR James O'Neill, Danushka Bollegala
2018	J	`jnl`	ClassiNet - Predicting Missing Features for Short-Text Classification. CoRR Danushka Bollegala, Vincent Atanasov, Takanori Maehara, Ken-ichi Kawarabayashi
2018	J	`jnl`	ClassiNet - Predicting Missing Features for Short-Text Classification. ACM Trans. Knowl. Discov. Data Danushka Bollegala, Vincent Atanasov, Takanori Maehara, Ken-ichi Kawarabayashi
2018	J	`jnl`	Combining Long Short Term Memory and Convolutional Neural Network for Cross-Sentence n-ary Relation Extraction. CoRR Angrosh Mandya, Danushka Bollegala, Frans Coenen, Katie Atkinson
2018	J	`jnl`	Curriculum-Based Neighborhood Sampling For Sequence Prediction. CoRR James O'Neill, Danushka Bollegala
2018	C	`conf`	Efficient and Effective Case Reject-Accept Filtering: A Study Using Machine Learning. JURIX Robert Bevan, Alessandro Torrisi, Katie Atkinson, Danushka Bollegala, Frans Coenen
2018	—	`conf`	Frustratingly Easy Meta-Embedding - Computing Meta-Embeddings by Averaging Source Word Embeddings. NAACL-HLT (2) Joshua Coates, Danushka Bollegala
2018	J	`jnl`	Frustratingly Easy Meta-Embedding - Computing Meta-Embeddings by Averaging Source Word Embeddings. CoRR Joshua Coates, Danushka Bollegala
2018	—	`conf`	Graph Matching Based Semantic Search Engine. MTSR Mamdouh Farouk, Mitsuru Ishizuka, Danushka Bollegala
2018	—	`conf`	Is Something Better than Nothing? Automatically Predicting Stance-based Arguments Using Deep Learning and Small Labelled Dataset. NAACL-HLT (2) Pavithra Rajendran, Danushka Bollegala, Simon Parsons
2018	J	`jnl`	Iterative Keystroke Continuous Authentication: A Time Series Based Approach. Künstliche Intell. Abdullah Alshehri, Frans Coenen, Danushka Bollegala
2018	B	`conf`	Joint Learning of Sense and Word Embeddings. LREC Mohammed Alsuhaibani, Danushka Bollegala
2018	—	`conf`	Learning Neural Word Salience Scores. *SEM@NAACL-HLT Krasen Samardzhiev, Andrew Gargett, Danushka Bollegala
2018	B	`conf`	Learning Word Meta-Embeddings by Autoencoding. COLING Danushka Bollegala, Cong Bao
2018	J	`jnl`	Semi-Supervised Multi-Task Word Embeddings. CoRR James O'Neill, Danushka Bollegala
2018	B	`conf`	Sentiment-Stance-Specificity (SSS) Dataset: Identifying Support-based Entailment among Opinions. LREC Pavithra Rajendran, Danushka Bollegala, Simon Parsons
2018	—	`conf`	Solving Feature Sparseness in Text Classification using Core-Periphery Decomposition. *SEM@NAACL-HLT Xia Cui, Sadamori Kojaku, Naoki Masuda, Danushka Bollegala
2018	C	`conf`	Spectral Analysis of Keystroke Streams: Towards Effective Real-time Continuous User Authentication. ICISSP Abdullah Alshehri, Frans Coenen, Danushka Bollegala
2018	A*	`conf`	Think Globally, Embed Locally - Locally Linear Meta-embedding of Words. IJCAI Danushka Bollegala, Kohei Hayashi, Ken-ichi Kawarabayashi
2018	A*	`conf`	Using k-Way Co-Occurrences for Learning Word Embeddings. AAAI Danushka Bollegala, Yuichi Yoshida, Ken-ichi Kawarabayashi
2018	B	`conf`	Why does PairDiff work? - A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection. COLING Huda Hakami, Kohei Hayashi, Danushka Bollegala
2017	J	`jnl`	A classification approach for detecting cross-lingual biomedical term translations. Nat. Lang. Eng. Huda Hakami, Danushka Bollegala
2017	—	`conf`	Accurate Continuous and Non-intrusive User Authentication with Multivariate Keystroke Streaming. KDIR Abdullah Alshehri, Frans Coenen, Danushka Bollegala
2017	J	`jnl`	An Optimality Proof for the PairDiff operator for Representing Relations between Words. CoRR Huda Hakami, Kohei Hayashi, Danushka Bollegala
2017	C	`conf`	Behavioural Biometric Continuous User Authentication Using Multivariate Keystroke Streams in the Spectral Domain. IC3K Abdullah Alshehri, Frans Coenen, Danushka Bollegala
2017	C	`conf`	CLIEL: context-based information extraction from commercial law documents. ICAIL Matias Garcia-Constantino, Katie Atkinson, Danushka Bollegala, Karl Chapman, Frans Coenen, Claire Roberts, Katy Robson
2017	—	`conf`	Classifier-Based Pattern Selection Approach for Relation Instance Extraction. CICLing (1) Angrosh Mandya, Danushka Bollegala, Frans Coenen, Katie Atkinson
2017	J	`jnl`	Compositional Approaches for Representing Relations Between Words: A Comparative Study. CoRR Huda Hakami, Danushka Bollegala
2017	J	`jnl`	Compositional approaches for representing relations between words: A comparative study. Knowl. Based Syst. Huda Hakami, Danushka Bollegala
2017	—	`conf`	Discovering Representative Space for Relational Similarity Measurement. PACLING Huda Hakami, Angrosh Mandya, Danushka Bollegala
2017	J	`jnl`	Dynamic feature scaling for online learning of binary classifiers. Knowl. Based Syst. Danushka Bollegala
2017	—	`conf`	Effect of Data Imbalance on Unsupervised Domain Adaptation of Part-of-Speech Tagging and Pivot Selection Strategies. LIDTA@PKDD/ECML Xia Cui, Frans Coenen, Danushka Bollegala
2017	—	`conf`	Frame-Based Semantic Patterns for Relation Extraction. PACLING Angrosh Mandya, Danushka Bollegala, Frans Coenen, Katie Atkinson
2017	J	`jnl`	Learning Neural Word Salience Scores. CoRR Krasen Samardzhiev, Andrew Gargett, Danushka Bollegala
2017	—	`conf`	Spectral Keyboard Streams: Towards Effective and Continuous Authentication. ICDM Workshops Abdullah Alshehri, Frans Coenen, Danushka Bollegala
2017	—	`conf`	TSP: Learning Task-Specific Pivots for Unsupervised Domain Adaptation. ECML/PKDD (2) Xia Cui, Frans Coenen, Danushka Bollegala
2017	J	`jnl`	Think Globally, Embed Locally - Locally Linear Meta-embedding of Words. CoRR Danushka Bollegala, Kohei Hayashi, Ken-ichi Kawarabayashi
2017	J	`jnl`	Using $k$-way Co-occurrences for Learning Word Embeddings. CoRR Danushka Bollegala, Yuichi Yoshida, Ken-ichi Kawarabayashi
2016	C	`conf`	Assessing Weight of Opinion by Aggregating Coalitions of Arguments. COMMA Pavithra Rajendran, Danushka Bollegala, Simon Parsons
2016	—	`conf`	Contextual stance classification of opinions: A step towards enthymeme reconstruction in online reviews. ArgMining@ACL Pavithra Rajendran, Danushka Bollegala, Simon Parsons
2016	J	`jnl`	Cross-Domain Sentiment Classification Using Sentiment Sensitive Embeddings. IEEE Trans. Knowl. Data Eng. Danushka Bollegala, Tingting Mu, John Yannis Goulermas
2016	A*	`conf`	Joint Word Representation Learning Using a Corpus and a Semantic Lexicon. AAAI Danushka Bollegala, Mohammed Alsuhaibani, Takanori Maehara, Ken-ichi Kawarabayashi
2016	B	`conf`	Keyboard Usage Authentication Using Time Series Analysis. DaWaK Abdullah Alshehri, Frans Coenen, Danushka Bollegala
2016	—	`conf`	Towards Keystroke Continuous Authentication Using Time Series Analytics. SGAI Conf. Abdullah Alshehri, Frans Coenen, Danushka Bollegala
2015	A	`conf`	A Discourse Search Engine Based on Rhetorical Structure Theory. ECIR Pascal Kuyten, Danushka Bollegala, Bernd Hollerit, Helmut Prendinger, Kiyoharu Aizawa
2015	A*	`conf`	Embedding Semantic Relations into Word Representations. IJCAI Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi
2015	J	`jnl`	Embedding Semantic Relations into Word Representations. CoRR Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi
2015	J	`jnl`	Improved sampling using loopy belief propagation for probabilistic model building genetic programming. Swarm Evol. Comput. Hiroyuki Sato, Yoshihiko Hasegawa, Danushka Bollegala, Hitoshi Iba
2015	J	`jnl`	Joint Word Representation Learning using a Corpus and a Semantic Lexicon. CoRR Danushka Bollegala, Mohammed Alsuhaibani, Takanori Maehara, Ken-ichi Kawarabayashi
2015	A*	`conf`	Learning Word Representations from Relational Graphs. AAAI Danushka Bollegala, Takanori Maehara, Yuichi Yoshida, Ken-ichi Kawarabayashi
2015	—	`conf`	Prediction of User Ratings of Oral Presentations using Label Relations. ASM@ACM Multimedia Toshihiko Yamasaki, Yusuke Fukushima, Ryosuke Furuta, Litian Sun, Kiyoharu Aizawa, Danushka Bollegala
2015	—	`conf`	Unsupervised Cross-Domain Word Representation Learning. ACL (1) Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi
2015	J	`jnl`	Unsupervised Cross-Domain Word Representation Learning. CoRR Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi
2014	J	`jnl`	Dynamic Feature Scaling for Online Learning of Binary Classifiers. CoRR Danushka Bollegala
2014	J	`jnl`	Learning Word Representations from Relational Graphs. CoRR Danushka Bollegala, Takanori Maehara, Yuichi Yoshida, Ken-ichi Kawarabayashi
2014	—	`conf`	Learning to Predict Distributions of Words Across Domains. ACL (1) Danushka Bollegala, David J. Weir, John Carroll
2014	—	`ed.`	Proceedings of the 13th Joint Conference on Lexical and Computational Semantics, SEM 2024, Mexico City, Mexico, June 20-21, 2024 SEM@NAACL Danushka Bollegala, Vered Shwartz
2013	—	`ch.`	A Bottom-Up Approach to Sentence Ordering for Multi-Document Summarization. Multi-source, Multilingual Information Extraction and Summarization Danushka Bollegala, Naoaki Okazaki, Mitsuru Ishizuka
2013	J	`jnl`	Cross-Domain Sentiment Classification Using a Sentiment Sensitive Thesaurus. IEEE Trans. Knowl. Data Eng. Danushka Bollegala, David J. Weir, John Carroll
2013	J	`jnl`	Improving relational similarity measurement using symmetries in proportional word analogies. Inf. Process. Manag. Danushka Bollegala, Tomokazu Goto, Nguyen Tuan Duc, Mitsuru Ishizuka
2013	B	`conf`	Learning non-linear ranking functions for web search using probabilistic model building GP. IEEE Congress on Evolutionary Computation Hiroyuki Sato, Danushka Bollegala, Yoshihiko Hasegawa, Hitoshi Iba
2013	J	`jnl`	Minimally Supervised Novel Relation Extraction Using a Latent Relational Mapping. IEEE Trans. Knowl. Data Eng. Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2013	A*	`conf`	Mining for Analogous Tuples from an Entity-Relation Graph. IJCAI Danushka Bollegala, Mitsuru Kusumoto, Yuichi Yoshida, Ken-ichi Kawarabayashi
2013	—	`conf`	Multi-tweet Summarization of Real-Time Events. SocialCom Muhammad Asif Hossain Khan, Danushka Bollegala, Guangwen Liu, Kaoru Sezaki
2012	—	`conf`	A Context Expansion Method for Supervised Word Sense Disambiguation. ICSC Francisco Tacoa, Danushka Bollegala, Mitsuru Ishizuka
2012	J	`jnl`	A preference learning approach to sentence ordering for multi-document summarization. Inf. Sci. Danushka Bollegala, Naoaki Okazaki, Mitsuru Ishizuka
2012	J	`jnl`	Automatic Annotation of Ambiguous Personal Names on the Web. Comput. Intell. Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2012	J	`jnl`	Cross-Language Latent Relational Search between Japanese and English Languages Using a Web Corpus. ACM Trans. Asian Lang. Inf. Process. Nguyen Tuan Duc, Danushka Bollegala, Mitsuru Ishizuka
2012	J	`jnl`	Measuring the Degree of Synonymy between Words Using Relational Similarity between Word Pairs as a Proxy. IEICE Trans. Inf. Syst. Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2012	A*	`conf`	Multinomial Relation Prediction in Social Data: A Dimension Reduction Approach. AAAI Nozomi Nori, Danushka Bollegala, Hisashi Kashima
2012	B	`conf`	Probabilistic model building GP with Belief propagation. IEEE Congress on Evolutionary Computation Hiroyuki Sato, Yoshihiko Hasegawa, Danushka Bollegala, Hitoshi Iba
2012	A*	`conf`	Similarity Is Not Entailment - Jointly Learning Similarity Transformation for Textual Entailment. AAAI Ken-Ichi Yokote, Danushka Bollegala, Mitsuru Ishizuka
2011	J	`jnl`	A Supervised Classification Approach for Measuring Relational Similarity between Word Pairs. IEICE Trans. Inf. Syst. Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2011	J	`jnl`	A Web Search Engine-Based Approach to Measure Semantic Similarity between Words. IEEE Trans. Knowl. Data Eng. Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2011	B	`conf`	An adaptive differential evolution algorithm. IEEE Congress on Evolutionary Computation Nasimul Noman, Danushka Bollegala, Hitoshi Iba
2011	J	`jnl`	Automatic Discovery of Personal Name Aliases from the Web. IEEE Trans. Knowl. Data Eng. Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2011	A	`conf`	Collaborative exploratory search in real-world context. CIKM Naoki Tani, Danushka Bollegala, Naiwala P. Chandrasiri, Keisuke Okamoto, Kazunari Nawa, Shuhei Iitsuka, Yutaka Matsuo
2011	A*	`conf`	Cross-Language Latent Relational Search: Mapping Knowledge across Languages. AAAI Nguyen Tuan Duc, Danushka Bollegala, Mitsuru Ishizuka
2011	A	`conf`	Differential evolution with self adaptive local search. GECCO Nasimul Noman, Danushka Bollegala, Hitoshi Iba
2011	A	`conf`	Exploiting User Interest on Social Media for Aggregating Diverse Data and Predicting Interest. ICWSM Nozomi Nori, Danushka Bollegala, Mitsuru Ishizuka
2011	—	`conf`	From actors, politicians, to CEOs: domain adaptation of relational extractors using a latent relational mapping. WWW (Companion Volume) Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2011	A*	`conf`	Interest Prediction on Multinomial, Time-Evolving Social Graph. IJCAI Nozomi Nori, Danushka Bollegala, Mitsuru Ishizuka
2011	A	`conf`	RankDE: learning a ranking function for information retrieval using differential evolution. GECCO Danushka Bollegala, Nasimul Noman, Hitoshi Iba
2011	A*	`conf`	Relation Adaptation: Learning to Extract Novel Relations with Minimum Supervision. IJCAI Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2011	—	`conf`	Semi-supervised Discourse Relation Classification with Structural Learning. CICLing (1) Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka
2011	—	`conf`	Using Graph Based Method to Improve Bootstrapping Relation Extraction. CICLing (2) Haibo Li, Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2011	A*	`conf`	Using Multiple Sources to Construct a Sentiment Sensitive Thesaurus for Cross-Domain Sentiment Classification. ACL Danushka Bollegala, David J. Weir, John Carroll
2010	A*	`conf`	A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension. EMNLP Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka
2010	C	`conf`	A Sequential Model for Discourse Segmentation. CICLing Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka
2010	J	`jnl`	A bottom-up approach to sentence ordering for multi-document summarization. Inf. Process. Manag. Danushka Bollegala, Naoaki Okazaki, Mitsuru Ishizuka
2010	B	`conf`	Exploiting Symmetry in Relational Similarity for Ranking Relational Search Results. PRICAI Tomokazu Goto, Nguyen Tuan Duc, Danushka Bollegala, Mitsuru Ishizuka
2010	A*	`conf`	Relational duality: unsupervised extraction of semantic relations between entities on the web. WWW Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2010	—	`conf`	Towards Semi-Supervised Classification of Discourse Relations using Feature Correlations. SIGDIAL Conference Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka
2010	—	`conf`	Using Relational Similarity between Word Pairs for Latent Relational Search on the Web. Web Intelligence Nguyen Tuan Duc, Danushka Bollegala, Mitsuru Ishizuka
2009	A*	`conf`	A Relational Model of Semantic Similarity between Words using Automatically Extracted Lexical Pattern Clusters from the Web. EMNLP Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2009	A*	`conf`	Measuring the similarity between implicit semantic relations from the web. WWW Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2009	A	`conf`	Measuring the similarity between implicit semantic relations using web search engines. WSDM Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2008	B	`conf`	A Co-occurrence Graph-based Approach for Personal Name Alias Extraction from Anchor Texts. IJCNLP Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2008	—	`conf`	Automatically Extracting Personal Name Aliases from the Web. GoTAL Danushka Bollegala, Taiki Honma, Yutaka Matsuo, Mitsuru Ishizuka
2008	A*	`conf`	Mining for personal name aliases on the web. WWW Danushka Bollegala, Taiki Honma, Yutaka Matsuo, Mitsuru Ishizuka
2008	A	`conf`	WWW sits the SAT: Measuring Relational Similarity on the Web. ECAI Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2007	—	`conf`	An Integrated Approach to Measuring Semantic Similarity between Words Using Information Available on the Web. HLT-NAACL Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2007	A*	`conf`	Measuring semantic similarity between words using web search engines. WWW Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2006	A*	`conf`	A Bottom-Up Approach to Sentence Ordering for Multi-Document Summarization. ACL Danushka Bollegala, Naoaki Okazaki, Mitsuru Ishizuka
2006	A	`conf`	Disambiguating Personal Names on the Web Using Automatically Extracted Key Phrases. ECAI Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2006	C	`conf`	Extracting Key Phrases to Disambiguate Personal Names on the Web. CICLing Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
2006	A*	`conf`	Spinning Multiple Social Networks for Semantic Web. AAAI Yutaka Matsuo, Masahiro Hamasaki, Yoshiyuki Nakamura, Takuichi Nishimura, Kôiti Hasida, Hideaki Takeda, Junichiro Mori, Danushka Bollegala, Mitsuru Ishizuka
2005	B	`conf`	A Machine Learning Approach to Sentence Ordering for Multidocument Summarization and Its Evaluation. IJCNLP Danushka Bollegala, Naoaki Okazaki, Mitsuru Ishizuka