Suresh Manandhar

Search results

• 2021

  FatNet: A Feature-attentive Network for 3D Point Cloud Processing

  Kaul, C., Pears, N. E. & Manandhar, S., 10 Jan 2021, 25th International Conference on Pattern Recognition. Springer

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• FocusNet++: Attentive Aggregated Transformations for Efficient and Accurate Medical Image Segmentation

  Kaul, C., Pears, N. E., Dai, H., Murray-Smith, R. & Manandhar, S., 25 May 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• Penalizing small errors using an Adaptive Logarithmic Loss

  Kaul, C., Pears, N. E., Dai, H., Murray-Smith, R. & Manandhar, S., 10 Jan 2021, 25th International Conference on Pattern Recognition: AIHA-2020 – ICPR International Workshop on Artificial Intelligence for Healthcare Applications. Springer

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• 2019

  FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation

  Kaul, C., Manandhar, S. K. & Pears, N. E., Apr 2019, International Symposium on Biomedical Imaging (ISBI). Venice

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Unsupervised Learning of Functional Groups for Computational Chemistry

  Erten, C., Algahtani, E., Fairlamb, I. J. S., Garcia-Padilla, E., Lynam, J. M., Manandhar, S., Slattery, J. M. & Kazakov, D. L., 5 Sept 2019, p. 1-4.

  Research output: Contribution to conference › Abstract › peer-review

  Open Access

• Using Unstructured Data to Improve the Continuous Planning of Critical Processes Involving Humans

  Paterson, C., Calinescu, R. C., Wang, D. & Manandhar, S. K., 2019, (Accepted/In press) 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
• 2018

  Tree Structured Dirichlet Processes for Hierarchical Morphological Segmentation

  Manandhar, S. K. & Can, B., 4 Apr 2018, (E-pub ahead of print) In: Computational linguistics. 44, 2, p. 349-374 26 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2017

  Feature-Rich Networks for Knowledge Base Completion

  Manandhar, S. K. & Komninos, A., 30 Jul 2017, p. 324-329. 6 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

• Grounding proposition stores for question answering over linked data

  Cabaleiro, B., Peñas, A. & Manandhar, S. K., 15 Jul 2017, In: Knowledge Based Systems. 128, p. 34-42 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2016

  Dependency Based Embeddings for Sentence Classification Tasks

  Komninos, A. & Manandhar, S., 12 Jun 2016, p. 1490-1500. 11 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

• Learning Predictive Categories Using Lifted Relational Neural Networks

  Sourek, G., Manandhar, S., Zelezny, F., Schockaert, S. & Kuzelka, O., 2016, Inductive Logic Programming: 26th International Conference, ILP 2016, London, UK, September 4-6, 2016, Revised Selected Papers. Springer, Vol. 10326. (Lecture Notes in Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

• SemEval-2016 Task 5: Aspect Based Sentiment Analysis

  Pontiki, M., Galanis, D., Papageorgiou, H., Androutsopoulos, I., Manandhar, S., Al-Smadi, M., Al-Ayyoub, M., Zhao, Y., Qin, B., Clercq, O. D., Hoste, V., Apidianaki, M., Tannier, X., Loukachevitch, N. V., Kotelnikov, E., Bel, N., Zafra, S. M. J. & Eryigit, G., 2016, Proceedings of the 10th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2016, San Diego, CA, USA, June 16-17, 2016. p. 19-30 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Structured Generative Models of Continuous Features for Word Sense Induction

  Komninos, A. & Manandhar, S., 2016, COLING 2016, 26th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, December 11-16, 2016, Osaka, Japan. p. 3577-3587 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2015

  Automatically Detecting Fallacies in System Safety Arguments

  Kelly, T., Wells, S., Yuan, T. & Manandhar, S., 2015, Proceedings of the 15th International Workshop on Computation Models of Natural Argument. p. 1-10 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Other chapter contribution

• SemEval-2015 Task 12: Aspect Based Sentiment Analysis

  Pontiki, M., Galanis, D., Papageorgiou, H., Manandhar, S. & Androutsopoulos, I., 2015, Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015). The Association for Computational Linguistics, p. 486-495 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• SemEval-2015 Task 14: Analysis of Clinical Text

  Elhadad, N., Pradhan, S., Gorman, S. L., Manandhar, S., Chapman, W. W. & Savova, G. K., 2015, Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015). The Association for Computational Linguistics, p. 303-310 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• User Name Disambiguation in Community Question Answering

  Yang, B. & Manandhar, S., 2015, Proceedings of Recent Advances in Natural Language Processing (RANLP 2015). The Association for Computational Linguistics, p. 707-713 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2014

  Community discovery using social links and author-based sentiment topics

  Yang, B. & Manandhar, S., Aug 2014, Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014: Workshops held in conjunction with ASONAM 2014. IEEE, p. 580-587 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Exploring user expertise and descriptive ability in community question answering

  Yang, B. & Manandhar, S., 10 Oct 2014, ASONAM 2014 - Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. IEEE, p. 320-327 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Methods and Algorithms for Unsupervised Learning of Morphology

  Can, B. & Manandhar, S., Aug 2014, Computational Linguistics and Intelligent Text Processing: 15th International Conference, CICLing 2014, Kathmandu, Nepal, April 6-12, 2014, Proceedings, Part I. Gelbukh, A. (ed.). Springer, p. 177-205 29 p. (Lecture Notes in Computer Science; vol. 8403).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• SemEval-2014 Task 4: Aspect Based Sentiment Analysis

  Pontiki, M., Galanis, D., Pavlopoulos, J., Papageorgiou, H., Androutsopoulos, I. & Manandhar, S., 2014, Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014). p. 27-35 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• SemEval-2014 Task 7: Analysis of Clinical Text

  Pradhan, S., Elhadad, N., Chapman, W. W., Manandhar, S. & Savova, G., 2014, Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014). p. 54-62 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• STC: A Joint Sentiment-Topic Model for Community Identification

  Yang, B. & Manandhar, S., 2014, Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA,Tainan, Taiwan, May 13-16, 2014. Revised Selected Papers. Springer, p. 535-548 14 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Tag-based expert recommendation in community question answering

  Yang, B. & Manandhar, S., 10 Oct 2014, ASONAM 2014 - Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. IEEE, p. 960-963 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2013

  An Agglomerative Hierarchical Clustering Algorithm for Labelling Morphs

  Can, B. & Manandhar, S., 2013, Recent Advances in Natural Language Processing, RANLP 2013, 9-11 September, 2013, Hissar, Bulgaria. p. 129-135 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Dirichlet Processes for Joint Learning of Morphology and PoS Tags

  Can, B. & Manandhar, S., 2013, Sixth International Joint Conference on Natural Language Processing, IJCNLP 2013, Nagoya, Japan, October 14-18, 2013. p. 1087-1091 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Evaluating Word Sense Induction and Disambiguation Methods

  Klapaftis, I. P. & Manandhar, S., 2013, In: Language Resources and Evaluation. 47, 3, p. 579-605 27 p.

  Research output: Contribution to journal › Article › peer-review
• 2012

  Probabilistic Hierarchical Clustering Of Morphological Paradigms

  Manandhar, S. K. & Can, B., 23 Apr 2012, EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics . Stroudsburg, PA: Association for Computational Linguistics, p. 654-663 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
• 2011

  Dynamic and Static Prototype Vectors for Semantic Composition

  Klapaftis, I., Goli, V. S. R., McCarthy, D. & Manandhar, S. K., 2011, The Fifth International Joint Conference on Natural Language Processing. 2006-2013 Asian Federation of Natural Language Proceesing, p. 705-713 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Exemplar-based word-space model for compositionality detection: shared task system description

  Reddy, S., McCarthy, D., Manandhar, S. K. & Gella, S., 2011, p. 54-60.

  Research output: Contribution to conference › Paper

• Improving question recommendation by exploiting information need

  Li, S. & Manandhar, S., 2011, Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies. Stroudsburg, PA, USA: Association for Computational Linguistics, Vol. 1. p. 1425-1434 10 p. (HLT '11).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2010

  Bilingual lexicon extraction from comparable corpora using in-domain terms

  Ismail, A. & Manandhar, S., 2010, p. 481-489.

  Research output: Contribution to conference › Paper › peer-review

• Can recognising multiword expressions improve shallow parsing?

  Korkontzelos, I. & Manandhar, S., 2010, Human language technologies: the 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics. Stroudsburg, PA: Association for Computational Linguistics, p. 636-644 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Estimating Linear Models for Compositional Distributional Semantics

  Zanzotto, F. M., Korkontzelos, I., Fallucchi, F. & Manandhar, S., 2010, p. 1263-1271.

  Research output: Contribution to conference › Paper › peer-review

• Taxonomy Learning Using Word Sense Induction

  Klapaftis, I. P. & Manandhar, S., 2010, Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the ACL. Association for Computational Linguistics, p. 82-90

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• UoY: Graphs of Unambiguous Vertices for Word Sense Induction and Disambiguation

  Korkontzelos, I. & Manandhar, S., 2010, Proceedings of the 5th International Workshop on Semantic Evaluation, SemEval@ACL 2010, Uppsala University, Uppsala, Sweden, July 15-16, 2010. p. 355-358 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Word sense induction disambiguation using hierarchical random graphs

  Klapaftis, I. P. & Manandhar, S., 2010, EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing . Stroudsburg, PA: Association for Computational Linguistics, p. 745-755 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2009

  Automatic Generation of Information-seeking Questions Using Concept Clusters

  Li, S. & Manandhar, S., 2009, p. 93-96.

  Research output: Contribution to conference › Paper

• Clustering Morphological Paradigms Using Syntactic Categories

  Can, B. & Manandhar, S., 2009, p. 641-648.

  Research output: Contribution to conference › Paper › peer-review

• Designing an interactive open-domain question answering system

  Quarteroni, S. & Manandhar, S., Jan 2009, In: Natural language engineering. 15, 1, p. 73-95 23 p.

  Research output: Contribution to journal › Article › peer-review

• Detecting Compositionality in Multi-Word Expressions

  Korkontzelos, I. & Manandhar, S., 2009, p. 65-68.

  Research output: Contribution to conference › Paper › peer-review

• Discriminative Clustering for Content-Based Tag Recommendation in Social Bookmarking Systems

  Hassan, M. T., Karim, A., Manandhar, S. & Cussens, J., 1 Sept 2009, ECML PKDD Discovery Challenge 2009 (DC09). Eisterlehner, F., Hotho, A. & Jäschke, R. (eds.). Bled, Slovenia: CEUR Workshop Proceedings, Vol. 497. p. 85-97 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Scenario-based Stochastic Constraint Programming

  Manandhar, S., Tarim, A. & Walsh, T., 2009, In: CoRR. abs/0905.3763

  Research output: Contribution to journal › Article › peer-review
• 2008

  Application of HTK to the Polish language

  Zi'olko, B., Manandhar, S., Wilson, R. C., Zi'olko, M. & Galka, J., 2008, 2008 INTERNATIONAL CONFERENCE ON AUDIO, LANGUAGE AND IMAGE PROCESSING, VOLS 1 AND 2, PROCEEDINGS. Wan, W., Luo, F. & Yu, X. (eds.). NEW YORK: IEEE, p. 1759-1764 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Language model based on POS tagger

  Ziolko, B., Manandhar, S., Wilson, R. C. & Ziolko, M., 26 Jul 2008, SIGMAP 2008: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND MULTIMEDIA APPLICATIONS. Assuncao, P. & Faria, S. (eds.). SETUBAL: INSTICC-INST SYST TECHNOLOGIES INFORMATION CONTROL & COMMUNICATION, p. 177-180 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Logitboost weka classifier speech segmentation

  Ziólko, B., Manandhar, S., Wilson, R. C. & Ziólko, M., 23 Jun 2008, p. 1297-1300. 4 p.

  Research output: Contribution to conference › Paper › peer-review

• LOGITBOOST WEKA CLASSIFIER SPEECH SEGMENTATION

  Ziolko, B., Manandhar, S., Wilson, R. C. & Ziolko, M., 2008, 2008 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-4. NEW YORK: IEEE, p. 1297-1300 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Reviewing and evaluating Automatic Term Recognition techniques

  Korkontzelos, I., Klapaftis, L. P. & Manandhar, S., 2008, ADVANCES IN NATURAL LANGUAGE PROCESSING, PROCEEDINGS. Nordstrom, B. & Ranta, A. (eds.). BERLIN: Springer, Vol. 5221 LNAI. p. 248-259 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Reviewing and Evaluating Automatic Term Recognition Techniques

  Korkontzelos, I., Klapaftis, I. P. & Manandhar, S., 2008, p. 248-259.

  Research output: Contribution to conference › Paper › peer-review

• Word Sense Induction Using Graphs of Collocations

  Klapaftis, I. P. & Manandhar, S., 2008, Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence . Amsterdam: IOS Press, p. 298-302 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution