Danushka Bollegala

According to our database1, Danushka Bollegala authored at least 160 papers between 2005 and 2022.

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Bibliography

2022
Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation.
CoRR, 2022

Random projections and Kernelised Leave One Cluster Out Cross-Validation: Universal baselines and evaluation tools for supervised machine learning for materials properties.
CoRR, 2022

Gender Bias in Meta-Embeddings.
CoRR, 2022

Unsupervised Attention-based Sentence-Level Meta-Embeddings from Contextualised Language Models.
CoRR, 2022

Assessment of contextualised representations in detecting outcome phrases in clinical trials.
CoRR, 2022

Gender Bias in Masked Language Models for Multiple Languages.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Learning to Borrow- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

A Survey on Word Meta-Embedding Learning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source Embeddings.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Position-based Prompting for Health Outcome Generation.
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

Sense Embeddings are also Biased - Evaluating Social Biases in Static and Contextualised Sense Embeddings.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Unmasking the Mask - Evaluating Social Biases in Masked Language Models.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance.
Trans. Assoc. Comput. Linguistics, 2021

I Wish I Would Have Loved This One, But I Didn't - A Multilingual Dataset for Counterfactual Detection in Product Reviews.
CoRR, 2021

Semantically-Conditioned Negative Samples for Efficient Contrastive Learning.
CoRR, 2021

k-Neighbor Based Curriculum Sampling for Sequence Prediction.
CoRR, 2021

Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy.
Proceedings of the 35th Pacific Asia Conference on Language, Information and Computation, 2021

I Wish I Would Have Loved This One, But I Didn't - A Multilingual Dataset for Counterfactual Detection in Product Review.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Detect and Classify - Joint Span Detection and Classification for Health Outcomes.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Debiasing Pre-trained Contextualised Embeddings.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Dictionary-based Debiasing of Pre-trained Word Embeddings.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Document Ranking for Curated Document Databases Using BERT and Knowledge Graph Embeddings: Introducing GRAB-Rank.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2021

2020
DeepGraphMolGen, a multi-objective, computational strategy for generating molecules with desirable properties: a graph convolution and reinforcement learning approach.
J. Cheminformatics, 2020

Spatio-temporal Attention Model for Tactile Texture Recognition.
CoRR, 2020

Weakly-Supervised Neural Response Selection from an Ensemble of Task-Specialised Dialogue Agents.
CoRR, 2020

Contextualised Graph Attention for Improved Relation Extraction.
CoRR, 2020

Explanation in AI and law: Past, present and future.
Artif. Intell., 2020

Maintaining Curated Document Databases Using a Learning to Rank Model: The ORRCA Experience.
Proceedings of the Artificial Intelligence XXXVII, 2020

Do not let the history haunt you: Mitigating Compounding Errors in Conversational Question Answering.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Language-Independent Tokenisation Rivals Language-Specific Tokenisation for Word Similarity Prediction.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Spatio-temporal Attention Model for Tactile Texture Recognition.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Multi-Source Attention for Unsupervised Domain Adaptation.
Proceedings of 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

Meta-Embedding as Auxiliary Task Regularization.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Graph Convolution over Multiple Dependency Sub-graphs for Relation Extraction.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Autoencoding Improves Pre-trained Word Embeddings.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Tree-Structured Neural Topic Model.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Dividing and Conquering Cross-Modal Recipe Retrieval: from Nearest Neighbours Baselines to SoTA.
CoRR, 2019

Anonymising Queries by Semantic Decomposition.
CoRR, 2019

Transfer Reward Learning for Policy Gradient-Based Text Generation.
CoRR, 2019

Multi-Task Learning with Contextualized Word Representations for Extented Named Entity Recognition.
CoRR, 2019

"Touching to See" and "Seeing to Feel": Robotic Cross-modal SensoryData Generation for Visual-Tactile Perception.
CoRR, 2019

Error-Correcting Neural Sequence Prediction.
CoRR, 2019

Self-Adaptation for Unsupervised Domain Adaptation.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

A Pilot Study on Argument Simplification in Stance-Based Opinions.
Proceedings of the Computational Linguistics, 2019

Learning to Evaluate Neural Language Models.
Proceedings of the Computational Linguistics, 2019

Evaluating Co-reference Chains Based Conversation History in Conversational Question Answering.
Proceedings of the Computational Linguistics, 2019

Context-Guided Self-supervised Relation Embeddings.
Proceedings of the Computational Linguistics, 2019

Learning to Compose Relational Embeddings in Knowledge Graphs.
Proceedings of the Computational Linguistics, 2019

Combining Textual and Visual Information for Typed and Handwritten Text Separation in Legal Documents.
Proceedings of the Legal Knowledge and Information Systems, 2019

Tick Parasitism Classification from Noisy Medical Records.
Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data co-located with the 28th International Joint Conference on Artificial Intelligence, 2019

Extracting Supporting Evidence from Medical Negligence Claim Texts.
Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data co-located with the 28th International Joint Conference on Artificial Intelligence, 2019

Correcting Crowdsourced Annotations to Improve Detection of Outcome Types in Evidence Based Medicine.
Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data co-located with the 28th International Joint Conference on Artificial Intelligence, 2019

"Touching to See" and "Seeing to Feel": Robotic Cross-modal Sensory Data Generation for Visual-Tactile Perception.
Proceedings of the International Conference on Robotics and Automation, 2019

Automated Bundle Pagination Using Machine Learning.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Law, 2019

Predicting the Quality of Translations Without an Oracle.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2019

Unsupervised Evaluation of Human Translation Quality.
Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

Combining Long Short Term Memory and Convolutional Neural Network for Cross-Sentence n-ary Relation Extraction.
Proceedings of the 1st Conference on Automated Knowledge Base Construction, 2019

Learning Relation Representations from Word Representations.
Proceedings of the 1st Conference on Automated Knowledge Base Construction, 2019

Joint Learning of Hierarchical Word Embeddings from a Corpus and a Taxonomy.
Proceedings of the 1st Conference on Automated Knowledge Base Construction, 2019

Gender-preserving Debiasing for Pre-trained Word Embeddings.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
ClassiNet - Predicting Missing Features for Short-Text Classification.
ACM Trans. Knowl. Discov. Data, 2018

Iterative Keystroke Continuous Authentication: A Time Series Based Approach.
Künstliche Intell., 2018

A comparative study of pivot selection strategies for unsupervised cross-domain sentiment classification.
Knowl. Eng. Rev., 2018

Analysing Dropout and Compounding Errors in Neural Language Models.
CoRR, 2018

Curriculum-Based Neighborhood Sampling For Sequence Prediction.
CoRR, 2018

Semi-Supervised Multi-Task Word Embeddings.
CoRR, 2018

Angular-Based Word Meta-Embedding Learning.
CoRR, 2018

Learning Neural Word Salience Scores.
Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018

Solving Feature Sparseness in Text Classification using Core-Periphery Decomposition.
Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018

Is Something Better than Nothing? Automatically Predicting Stance-based Arguments Using Deep Learning and Small Labelled Dataset.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Frustratingly Easy Meta-Embedding - Computing Meta-Embeddings by Averaging Source Word Embeddings.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Graph Matching Based Semantic Search Engine.
Proceedings of the Metadata and Semantic Research - 12th International Conference, 2018

Sentiment-Stance-Specificity (SSS) Dataset: Identifying Support-based Entailment among Opinions.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

A Dataset for Inter-Sentence Relation Extraction using Distant Supervision.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Joint Learning of Sense and Word Embeddings.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Efficient and Effective Case Reject-Accept Filtering: A Study Using Machine Learning.
Proceedings of the Legal Knowledge and Information Systems, 2018

Think Globally, Embed Locally - Locally Linear Meta-embedding of Words.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Spectral Analysis of Keystroke Streams: Towards Effective Real-time Continuous User Authentication.
Proceedings of the 4th International Conference on Information Systems Security and Privacy, 2018

An Empirical Study on Fine-Grained Named Entity Recognition.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Why does PairDiff work? - A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Learning Word Meta-Embeddings by Autoencoding.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Using k-Way Co-Occurrences for Learning Word Embeddings.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
A classification approach for detecting cross-lingual biomedical term translations.
Nat. Lang. Eng., 2017

Compositional approaches for representing relations between words: A comparative study.
Knowl. Based Syst., 2017

Dynamic feature scaling for online learning of binary classifiers.
Knowl. Based Syst., 2017

An Optimality Proof for the PairDiff operator for Representing Relations between Words.
CoRR, 2017

TSP: Learning Task-Specific Pivots for Unsupervised Domain Adaptation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Effect of Data Imbalance on Unsupervised Domain Adaptation of Part-of-Speech Tagging and Pivot Selection Strategies.
Proceedings of the First International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2017

Frame-Based Semantic Patterns for Relation Extraction.
Proceedings of the Computational Linguistics, 2017

Discovering Representative Space for Relational Similarity Measurement.
Proceedings of the Computational Linguistics, 2017

Spectral Keyboard Streams: Towards Effective and Continuous Authentication.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

CLIEL: context-based information extraction from commercial law documents.
Proceedings of the 16th edition of the International Conference on Artificial Intelligence and Law, 2017

Accurate Continuous and Non-intrusive User Authentication with Multivariate Keystroke Streaming.
Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017

Behavioural Biometric Continuous User Authentication Using Multivariate Keystroke Streams in the Spectral Domain.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017

Classifier-Based Pattern Selection Approach for Relation Instance Extraction.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

2016
Cross-Domain Sentiment Classification Using Sentiment Sensitive Embeddings.
IEEE Trans. Knowl. Data Eng., 2016

Towards Keystroke Continuous Authentication Using Time Series Analytics.
Proceedings of the Research and Development in Intelligent Systems XXXIII, 2016

Keyboard Usage Authentication Using Time Series Analysis.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2016

Assessing Weight of Opinion by Aggregating Coalitions of Arguments.
Proceedings of the Computational Models of Argument, 2016

Contextual stance classification of opinions: A step towards enthymeme reconstruction in online reviews.
Proceedings of the Third Workshop on Argument Mining, 2016

Joint Word Representation Learning Using a Corpus and a Semantic Lexicon.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Improved sampling using loopy belief propagation for probabilistic model building genetic programming.
Swarm Evol. Comput., 2015

Prediction of User Ratings of Oral Presentations using Label Relations.
Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia, 2015

Embedding Semantic Relations into Word Representations.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

A Discourse Search Engine Based on Rhetorical Structure Theory.
Proceedings of the Advances in Information Retrieval, 2015

Unsupervised Cross-Domain Word Representation Learning.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Learning Word Representations from Relational Graphs.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Learning to Predict Distributions of Words Across Domains.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
A Bottom-Up Approach to Sentence Ordering for Multi-Document Summarization.
Proceedings of the Multi-source, Multilingual Information Extraction and Summarization, 2013

Cross-Domain Sentiment Classification Using a Sentiment Sensitive Thesaurus.
IEEE Trans. Knowl. Data Eng., 2013

Minimally Supervised Novel Relation Extraction Using a Latent Relational Mapping.
IEEE Trans. Knowl. Data Eng., 2013

Improving relational similarity measurement using symmetries in proportional word analogies.
Inf. Process. Manag., 2013

Multi-tweet Summarization of Real-Time Events.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Mining for Analogous Tuples from an Entity-Relation Graph.
Proceedings of the IJCAI 2013, 2013

Learning non-linear ranking functions for web search using probabilistic model building GP.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Cross-Language Latent Relational Search between Japanese and English Languages Using a Web Corpus.
ACM Trans. Asian Lang. Inf. Process., 2012

A preference learning approach to sentence ordering for multi-document summarization.
Inf. Sci., 2012

Measuring the Degree of Synonymy between Words Using Relational Similarity between Word Pairs as a Proxy.
IEICE Trans. Inf. Syst., 2012

Automatic Annotation of Ambiguous Personal Names on the Web.
Comput. Intell., 2012

A Context Expansion Method for Supervised Word Sense Disambiguation.
Proceedings of the Sixth IEEE International Conference on Semantic Computing, 2012

Probabilistic model building GP with Belief propagation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Similarity Is Not Entailment - Jointly Learning Similarity Transformation for Textual Entailment.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Multinomial Relation Prediction in Social Data: A Dimension Reduction Approach.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
A Web Search Engine-Based Approach to Measure Semantic Similarity between Words.
IEEE Trans. Knowl. Data Eng., 2011

Automatic Discovery of Personal Name Aliases from the Web.
IEEE Trans. Knowl. Data Eng., 2011

A Supervised Classification Approach for Measuring Relational Similarity between Word Pairs.
IEICE Trans. Inf. Syst., 2011

From actors, politicians, to CEOs: domain adaptation of relational extractors using a latent relational mapping.
Proceedings of the 20th International Conference on World Wide Web, 2011

Interest Prediction on Multinomial, Time-Evolving Social Graph.
Proceedings of the IJCAI 2011, 2011

Relation Adaptation: Learning to Extract Novel Relations with Minimum Supervision.
Proceedings of the IJCAI 2011, 2011

Exploiting User Interest on Social Media for Aggregating Diverse Data and Predicting Interest.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Differential evolution with self adaptive local search.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

RankDE: learning a ranking function for information retrieval using differential evolution.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Collaborative exploratory search in real-world context.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Using Graph Based Method to Improve Bootstrapping Relation Extraction.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

Semi-supervised Discourse Relation Classification with Structural Learning.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

An adaptive differential evolution algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Using Multiple Sources to Construct a Sentiment Sensitive Thesaurus for Cross-Domain Sentiment Classification.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

Cross-Language Latent Relational Search: Mapping Knowledge across Languages.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
A bottom-up approach to sentence ordering for multi-document summarization.
Inf. Process. Manag., 2010

Relational duality: unsupervised extraction of semantic relations between entities on the web.
Proceedings of the 19th International Conference on World Wide Web, 2010

Using Relational Similarity between Word Pairs for Latent Relational Search on the Web.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Towards Semi-Supervised Classification of Discourse Relations using Feature Correlations.
Proceedings of the SIGDIAL 2010 Conference, 2010

Exploiting Symmetry in Relational Similarity for Ranking Relational Search Results.
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

A Sequential Model for Discourse Segmentation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2010

2009
Measuring the similarity between implicit semantic relations from the web.
Proceedings of the 18th International Conference on World Wide Web, 2009

Measuring the similarity between implicit semantic relations using web search engines.
Proceedings of the Second International Conference on Web Search and Web Data Mining, 2009

A Relational Model of Semantic Similarity between Words using Automatically Extracted Lexical Pattern Clusters from the Web.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

2008
Mining for personal name aliases on the web.
Proceedings of the 17th International Conference on World Wide Web, 2008

Automatically Extracting Personal Name Aliases from the Web.
Proceedings of the Advances in Natural Language Processing, 2008

A Co-occurrence Graph-based Approach for Personal Name Alias Extraction from Anchor Texts.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

WWW sits the SAT: Measuring Relational Similarity on the Web.
Proceedings of the ECAI 2008, 2008

2007
Measuring semantic similarity between words using web search engines.
Proceedings of the 16th International Conference on World Wide Web, 2007

An Integrated Approach to Measuring Semantic Similarity between Words Using Information Available on the Web.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

2006
Disambiguating Personal Names on the Web Using Automatically Extracted Key Phrases.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

Extracting Key Phrases to Disambiguate Personal Names on the Web.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2006

Spinning Multiple Social Networks for Semantic Web.
Proceedings of the Proceedings, 2006

2005
A Machine Learning Approach to Sentence Ordering for Multidocument Summarization and Its Evaluation.
Proceedings of the Natural Language Processing, 2005


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