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Semantic ScholarDanushka Bollegala
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2010 – today
- 2018
[c66]Danushka Bollegala, Yuichi Yoshida, Ken-ichi Kawarabayashi:
Using k-Way Co-Occurrences for Learning Word Embeddings. AAAI 2018- [c65]Abdullah Alshehri, Frans Coenen, Danushka Bollegala:
Spectral Analysis of Keystroke Streams: Towards Effective Real-time Continuous User Authentication. ICISSP 2018: 62-73 - [c64]
- [c63]Angrosh Mandya, Danushka Bollegala, Frans Coenen, Katie Atkinson:
A Dataset for Inter-Sentence Relation Extraction using Distant Supervision. LREC 2018 - [c62]Pavithra Rajendran, Danushka Bollegala, Simon Parsons:
Sentiment-Stance-Specificity (SSS) Dataset: Identifying Support-based Entailment among Opinions. LREC 2018 - [c61]Pavithra Rajendran, Danushka Bollegala, Simon Parsons:
Is Something Better than Nothing? Automatically Predicting Stance-based Arguments Using Deep Learning and Small Labelled Dataset. NAACL-HLT (2) 2018: 28-34 - [c60]Joshua Coates, Danushka Bollegala:
Frustratingly Easy Meta-Embedding - Computing Meta-Embeddings by Averaging Source Word Embeddings. NAACL-HLT (2) 2018: 194-198 - [c59]Krasen Samardzhiev, Andrew Gargett, Danushka Bollegala:
Learning Neural Word Salience Scores. *SEM@NAACL-HLT 2018: 33-42 - [c58]Xia Cui, Sadamori Kojaku, Naoki Masuda, Danushka Bollegala:
Solving Feature Sparseness in Text Classification using Core-Periphery Decomposition. *SEM@NAACL-HLT 2018: 255-264 - [i12]Danushka Bollegala, Vincent Atanasov, Takanori Maehara, Ken-ichi Kawarabayashi:
ClassiNet - Predicting Missing Features for Short-Text Classification. CoRR abs/1804.05260 (2018) - [i11]Joshua Coates, Danushka Bollegala:
Frustratingly Easy Meta-Embedding - Computing Meta-Embeddings by Averaging Source Word Embeddings. CoRR abs/1804.05262 (2018) - 2017
- [j16]Danushka Bollegala:
Dynamic feature scaling for online learning of binary classifiers. Knowl.-Based Syst. 129: 97-105 (2017) - [j15]Huda Hakami, Danushka Bollegala:
Compositional approaches for representing relations between words: A comparative study. Knowl.-Based Syst. 136: 172-182 (2017) - [j14]Huda Hakami, Danushka Bollegala:
A classification approach for detecting cross-lingual biomedical term translations. Natural Language Engineering 23(1): 31-51 (2017) - [c57]Abdullah Alshehri, Frans Coenen, Danushka Bollegala:
Accurate Continuous and Non-intrusive User Authentication with Multivariate Keystroke Streaming. KDIR 2017: 61-70 - [c56]Matias Garcia-Constantino, Katie Atkinson, Danushka Bollegala, Karl Chapman, Frans Coenen, Claire Roberts, Katy Robson:
CLIEL: context-based information extraction from commercial law documents. ICAIL 2017: 79-87 - [c55]Abdullah Alshehri, Frans Coenen, Danushka Bollegala:
Spectral Keyboard Streams: Towards Effective and Continuous Authentication. ICDM Workshops 2017: 242-249 - [c54]Angrosh Mandya, Danushka Bollegala, Frans Coenen, Katie Atkinson:
Frame-Based Semantic Patterns for Relation Extraction. PACLING 2017: 51-62 - [c53]Huda Hakami, Angrosh Mandya, Danushka Bollegala:
Discovering Representative Space for Relational Similarity Measurement. PACLING 2017: 76-87 - [c52]Xia Cui, Frans Coenen, Danushka Bollegala:
Effect of Data Imbalance on Unsupervised Domain Adaptation of Part-of-Speech Tagging and Pivot Selection Strategies. LIDTA@PKDD/ECML 2017: 103-115 - [c51]Xia Cui, Frans Coenen, Danushka Bollegala:
TSP: Learning Task-Specific Pivots for Unsupervised Domain Adaptation. ECML/PKDD (2) 2017: 754-771 - [i10]Krasen Samardzhiev, Andrew Gargett, Danushka Bollegala:
Learning Neural Word Salience Scores. CoRR abs/1709.01186 (2017) - [i9]Huda Hakami, Danushka Bollegala:
Compositional Approaches for Representing Relations Between Words: A Comparative Study. CoRR abs/1709.01193 (2017) - [i8]Danushka Bollegala, Yuichi Yoshida, Ken-ichi Kawarabayashi:
Using $k$-way Co-occurrences for Learning Word Embeddings. CoRR abs/1709.01199 (2017) - [i7]Danushka Bollegala, Kohei Hayashi, Ken-ichi Kawarabayashi:
Think Globally, Embed Locally - Locally Linear Meta-embedding of Words. CoRR abs/1709.06671 (2017) - [i6]Huda Hakami, Kohei Hayashi, Danushka Bollegala:
An Optimality Proof for the PairDiff operator for Representing Relations between Words. CoRR abs/1709.06673 (2017) - 2016
- [j13]Danushka Bollegala, Tingting Mu, John Yannis Goulermas:
Cross-Domain Sentiment Classification Using Sentiment Sensitive Embeddings. IEEE Trans. Knowl. Data Eng. 28(2): 398-410 (2016) - [c50]Danushka Bollegala, Mohammed Alsuhaibani, Takanori Maehara, Ken-ichi Kawarabayashi:
Joint Word Representation Learning Using a Corpus and a Semantic Lexicon. AAAI 2016: 2690-2696 - [c49]Pavithra Rajendran, Danushka Bollegala, Simon Parsons:
Contextual stance classification of opinions: A step towards enthymeme reconstruction in online reviews. ArgMining@ACL 2016 - [c48]Pavithra Rajendran, Danushka Bollegala, Simon Parsons:
Assessing Weight of Opinion by Aggregating Coalitions of Arguments. COMMA 2016: 431-438 - [c47]Abdullah Alshehri, Frans Coenen, Danushka Bollegala:
Keyboard Usage Authentication Using Time Series Analysis. DaWaK 2016: 239-252 - [c46]Abdullah Alshehri, Frans Coenen, Danushka Bollegala:
Towards Keystroke Continuous Authentication Using Time Series Analytics. SGAI Conf. 2016: 325-339 - 2015
- [j12]Hiroyuki Sato, Yoshihiko Hasegawa, Danushka Bollegala, Hitoshi Iba:
Improved sampling using loopy belief propagation for probabilistic model building genetic programming. Swarm and Evolutionary Computation 23: 1-10 (2015) - [c45]Danushka Bollegala, Takanori Maehara, Yuichi Yoshida, Ken-ichi Kawarabayashi:
Learning Word Representations from Relational Graphs. AAAI 2015: 2146-2152 - [c44]Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi:
Unsupervised Cross-Domain Word Representation Learning. ACL (1) 2015: 730-740 - [c43]Pascal Kuyten, Danushka Bollegala, Bernd Hollerit, Helmut Prendinger, Kiyoharu Aizawa:
A Discourse Search Engine Based on Rhetorical Structure Theory. ECIR 2015: 80-91 - [c42]Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi:
Embedding Semantic Relations into Word Representations. IJCAI 2015: 1222-1228 - [c41]Toshihiko Yamasaki, Yusuke Fukushima, Ryosuke Furuta, Litian Sun, Kiyoharu Aizawa, Danushka Bollegala:
Prediction of User Ratings of Oral Presentations using Label Relations. ASM@ACM Multimedia 2015: 33-38 - [i5]Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi:
Embedding Semantic Relations into Word Representations. CoRR abs/1505.00161 (2015) - [i4]Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi:
Unsupervised Cross-Domain Word Representation Learning. CoRR abs/1505.07184 (2015) - [i3]Danushka Bollegala, Mohammed Alsuhaibani, Takanori Maehara, Ken-ichi Kawarabayashi:
Joint Word Representation Learning using a Corpus and a Semantic Lexicon. CoRR abs/1511.06438 (2015) - 2014
- [c40]Danushka Bollegala, David J. Weir, John A. Carroll:
Learning to Predict Distributions of Words Across Domains. ACL (1) 2014: 613-623 - [i2]Danushka Bollegala:
Dynamic Feature Scaling for Online Learning of Binary Classifiers. CoRR abs/1407.7584 (2014) - [i1]Danushka Bollegala, Takanori Maehara, Yuichi Yoshida, Ken-ichi Kawarabayashi:
Learning Word Representations from Relational Graphs. CoRR abs/1412.2378 (2014) - 2013
- [j11]Danushka Bollegala, Tomokazu Goto, Nguyen Tuan Duc, Mitsuru Ishizuka:
Improving relational similarity measurement using symmetries in proportional word analogies. Inf. Process. Manage. 49(1): 355-369 (2013) - [j10]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
Minimally Supervised Novel Relation Extraction Using a Latent Relational Mapping. IEEE Trans. Knowl. Data Eng. 25(2): 419-432 (2013) - [j9]Danushka Bollegala, David J. Weir, John A. Carroll:
Cross-Domain Sentiment Classification Using a Sentiment Sensitive Thesaurus. IEEE Trans. Knowl. Data Eng. 25(8): 1719-1731 (2013) - [c39]Hiroyuki Sato, Danushka Bollegala, Yoshihiko Hasegawa, Hitoshi Iba:
Learning non-linear ranking functions for web search using probabilistic model building GP. IEEE Congress on Evolutionary Computation 2013: 3371-3378 - [c38]Danushka Bollegala, Mitsuru Kusumoto, Yuichi Yoshida, Ken-ichi Kawarabayashi:
Mining for Analogous Tuples from an Entity-Relation Graph. IJCAI 2013: 2064-2070 - [c37]Muhammad Asif Hossain Khan, Danushka Bollegala, Guangwen Liu, Kaoru Sezaki:
Multi-tweet Summarization of Real-Time Events. SocialCom 2013: 128-133 - [p1]Danushka Bollegala, Naoaki Okazaki, Mitsuru Ishizuka:
A Bottom-Up Approach to Sentence Ordering for Multi-Document Summarization. Multi-source, Multilingual Information Extraction and Summarization 2013: 253-276 - 2012
- [j8]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
Automatic Annotation of Ambiguous Personal Names on the Web. Computational Intelligence 28(3): 398-425 (2012) - [j7]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
Measuring the Degree of Synonymy between Words Using Relational Similarity between Word Pairs as a Proxy. IEICE Transactions 95-D(8): 2116-2123 (2012) - [j6]Danushka Bollegala, Naoaki Okazaki, Mitsuru Ishizuka:
A preference learning approach to sentence ordering for multi-document summarization. Inf. Sci. 217: 78-95 (2012) - [j5]Nguyen Tuan Duc, Danushka Bollegala, Mitsuru Ishizuka:
Cross-Language Latent Relational Search between Japanese and English Languages Using a Web Corpus. ACM Trans. Asian Lang. Inf. Process. 11(3): 11:1-11:33 (2012) - [c36]Nozomi Nori, Danushka Bollegala, Hisashi Kashima:
Multinomial Relation Prediction in Social Data: A Dimension Reduction Approach. AAAI 2012 - [c35]Ken-ichi Yokote, Danushka Bollegala, Mitsuru Ishizuka:
Similarity Is Not Entailment - Jointly Learning Similarity Transformation for Textual Entailment. AAAI 2012 - [c34]Hiroyuki Sato, Yoshihiko Hasegawa, Danushka Bollegala, Hitoshi Iba:
Probabilistic model building GP with Belief propagation. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c33]Francisco Tacoa, Danushka Bollegala, Mitsuru Ishizuka:
A Context Expansion Method for Supervised Word Sense Disambiguation. ICSC 2012: 339-341 - 2011
- [j4]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
A Supervised Classification Approach for Measuring Relational Similarity between Word Pairs. IEICE Transactions 94-D(11): 2227-2233 (2011) - [j3]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
Automatic Discovery of Personal Name Aliases from the Web. IEEE Trans. Knowl. Data Eng. 23(6): 831-844 (2011) - [j2]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
A Web Search Engine-Based Approach to Measure Semantic Similarity between Words. IEEE Trans. Knowl. Data Eng. 23(7): 977-990 (2011) - [c32]Nguyen Tuan Duc, Danushka Bollegala, Mitsuru Ishizuka:
Cross-Language Latent Relational Search: Mapping Knowledge across Languages. AAAI 2011 - [c31]Danushka Bollegala, David J. Weir, John A. Carroll:
Using Multiple Sources to Construct a Sentiment Sensitive Thesaurus for Cross-Domain Sentiment Classification. ACL 2011: 132-141 - [c30]Nasimul Noman, Danushka Bollegala, Hitoshi Iba:
An adaptive differential evolution algorithm. IEEE Congress on Evolutionary Computation 2011: 2229-2236 - [c29]Haibo Li, Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
Using Graph Based Method to Improve Bootstrapping Relation Extraction. CICLing (2) 2011: 127-138 - [c28]Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka:
Semi-supervised Discourse Relation Classification with Structural Learning. CICLing (1) 2011: 340-352 - [c27]Naoki Tani, Danushka Bollegala, Naiwala P. Chandrasiri, Keisuke Okamoto, Kazunari Nawa, Shuhei Iitsuka, Yutaka Matsuo:
Collaborative exploratory search in real-world context. CIKM 2011: 2137-2140 - [c26]Nasimul Noman, Danushka Bollegala, Hitoshi Iba:
Differential evolution with self adaptive local search. GECCO 2011: 1099-1106 - [c25]Danushka Bollegala, Nasimul Noman, Hitoshi Iba:
RankDE: learning a ranking function for information retrieval using differential evolution. GECCO 2011: 1771-1778 - [c24]Nozomi Nori, Danushka Bollegala, Mitsuru Ishizuka:
Exploiting User Interest on Social Media for Aggregating Diverse Data and Predicting Interest. ICWSM 2011 - [c23]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
Relation Adaptation: Learning to Extract Novel Relations with Minimum Supervision. IJCAI 2011: 2205-2210 - [c22]Nozomi Nori, Danushka Bollegala, Mitsuru Ishizuka:
Interest Prediction on Multinomial, Time-Evolving Social Graph. IJCAI 2011: 2507-2512 - [c21]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
From actors, politicians, to CEOs: domain adaptation of relational extractors using a latent relational mapping. WWW (Companion Volume) 2011: 13-14 - 2010
- [j1]Danushka Bollegala, Naoaki Okazaki, Mitsuru Ishizuka:
A bottom-up approach to sentence ordering for multi-document summarization. Inf. Process. Manage. 46(1): 89-109 (2010) - [c20]Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka:
A Sequential Model for Discourse Segmentation. CICLing 2010: 315-326 - [c19]Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka:
A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension. EMNLP 2010: 399-409 - [c18]Tomokazu Goto, Nguyen Tuan Duc, Danushka Bollegala, Mitsuru Ishizuka:
Exploiting Symmetry in Relational Similarity for Ranking Relational Search Results. PRICAI 2010: 595-600 - [c17]Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka:
Towards Semi-Supervised Classification of Discourse Relations using Feature Correlations. SIGDIAL Conference 2010: 55-58 - [c16]Nguyen Tuan Duc, Danushka Bollegala, Mitsuru Ishizuka:
Using Relational Similarity between Word Pairs for Latent Relational Search on the Web. Web Intelligence 2010: 196-199 - [c15]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
Relational duality: unsupervised extraction of semantic relations between entities on the web. WWW 2010: 151-160
2000 – 2009
- 2009
- [c14]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
A Relational Model of Semantic Similarity between Words using Automatically Extracted Lexical Pattern Clusters from the Web. EMNLP 2009: 803-812 - [c13]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
Measuring the similarity between implicit semantic relations using web search engines. WSDM 2009: 104-113 - [c12]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
Measuring the similarity between implicit semantic relations from the web. WWW 2009: 651-660 - 2008
- [c11]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
WWW sits the SAT: Measuring Relational Similarity on the Web. ECAI 2008: 333-337 - [c10]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
A Co-occurrence Graph-based Approach for Personal Name Alias Extraction from Anchor Texts. IJCNLP 2008: 865-870 - [c9]Danushka Bollegala, Taiki Honma, Yutaka Matsuo, Mitsuru Ishizuka:
Automatically Extracting Personal Name Aliases from the Web. GoTAL 2008: 77-88 - [c8]Danushka Bollegala, Taiki Honma, Yutaka Matsuo, Mitsuru Ishizuka:
Mining for personal name aliases on the web. WWW 2008: 1107-1108 - 2007
- [c7]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
An Integrated Approach to Measuring Semantic Similarity between Words Using Information Available on the Web. HLT-NAACL 2007: 340-347 - [c6]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
Measuring semantic similarity between words using web search engines. WWW 2007: 757-766 - 2006
- [c5]Yutaka Matsuo, Masahiro Hamasaki, Yoshiyuki Nakamura, Takuichi Nishimura, Kôiti Hasida, Hideaki Takeda, Junichiro Mori, Danushka Bollegala, Mitsuru Ishizuka:
Spinning Multiple Social Networks for Semantic Web. AAAI 2006: 1381-1387 - [c4]Danushka Bollegala, Naoaki Okazaki, Mitsuru Ishizuka:
A Bottom-Up Approach to Sentence Ordering for Multi-Document Summarization. ACL 2006 - [c3]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
Extracting Key Phrases to Disambiguate Personal Names on the Web. CICLing 2006: 223-234 - [c2]Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
Disambiguating Personal Names on the Web Using Automatically Extracted Key Phrases. ECAI 2006: 553-557 - 2005
- [c1]Danushka Bollegala, Naoaki Okazaki, Mitsuru Ishizuka:
A Machine Learning Approach to Sentence Ordering for Multidocument Summarization and Its Evaluation. IJCNLP 2005: 624-635
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