Shervin Malmasi

Mr

  • 80 Citations
  • 6 h-Index
20132018
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Research Outputs 2013 2018

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Conference proceeding contribution
2017

Feature hashing for language and dialect identification

Malmasi, S. & Dras, M., 2017, ACL 2017: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Short Papers). Stroudsburg, PA: Association for Computational Linguistics (ACL), Vol. 2. p. 399-403 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

dialect
Classifiers
Data storage equipment
language
performance

Unsupervised text segmentation based on native language characteristics

Malmasi, S., Dras, M., Johnson, M., Du, L. & Wolska, M., 2017, ACL 2017: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Long Papers). Stroudsburg, PA: Association for Computational Linguistics (ACL), Vol. 1. p. 1457-1469 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

language
segmentation
Native Language
Segmentation
Language Model
2016

Arabic dialect identification using a parallel multidialectal corpus

Malmasi, S., Refaee, E. & Dras, M., 2016, Computational Linguistics - 14th International Conference of the Pacific Association for Computaitonal Linguistics, PACLING 2015, Revised Selected Papers. Hasida, K. & Purwarianti, A. (eds.). Singapore: Springer, Springer Nature, Vol. 593. p. 35-53 19 p. (Communications in Computer and Information Science; vol. 593).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Classifiers
Experiments
Support vector machines

Discriminating similar languages: evaluations and explorations

Goutte, C., Léger, S., Malmasi, S. & Zampieri, M., 1 Jan 2016, Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016. Calzolari, N., Choukri, K., Mazo, H., Moreno, A., Declerck, T., Goggi, S., Grobelnik, M., Odijk, J., Piperidis, S., Maegaard, B. & Mariani, J. (eds.). European Language Resources Association (ELRA), p. 1800-1807 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Open Access
File
language
evaluation
edition
learning
performance

Location mention detection in tweets and microblogs

Malmasi, S. & Dras, M., 2016, Computational Linguistics - 14th International Conference of the Pacific Association for Computaitonal Linguistics, PACLING 2015, Revised Selected Papers. Hasida, K. & Purwarianti, A. (eds.). Singapore: Springer, Springer Nature, Vol. 593. p. 123-134 12 p. (Communications in Computer and Information Science; vol. 593).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

LTG at SemEval-2016 task 11: Complex Word Identification with Classifier Ensembles

Malmasi, S., Dras, M. & Zampieri, M., 2016, Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016). Stroudsburg, PA: Association for Computational Linguistics, p. 996-1000 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Classifiers

MAZA at SemEval-2016 Task 11: detecting lexical complexity using a decision stump meta-classifier

Malmasi, S. & Zampieri, M., 1 Jan 2016, SemEval 2016 - 10th International Workshop on Semantic Evaluation: Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 991-995 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Decision trees
Classifiers
Classifier
Binary Classification
Stacking

Modeling language change in historical corpora: the case of Portuguese

Zampieri, M., Malmasi, S. & Dras, M., 2016, Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016). Calzolari, N., Choukri, K., Declerck, T., Goggi, S., Grobelnik, M., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J. & Piperidis, S. (eds.). Paris, France: European Language Resources Association (ELRA), p. 4098-4104 7 p. 706

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Open Access
File
Support vector machines
Classifiers
Experiments
Modeling languages

Predicting post severity in mental health forums

Malmasi, S., Zampieri, M. & Dras, M., 2016, Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: from linguistic signal to clinical reality. Stroudsburg, PA: Association for Computational Linguistics, p. 133-137 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Open Access
Classifiers
Health
Computational linguistics
Syntactics
Metadata
2015

Language identification using classifier ensembles

Malmasi, S. & Dras, M., 2015, Joint Workshop on Language Technology for Closely Related Languages, Varieties and Dialects: proceedings of the workshop. Melbourne, Australia: Association for Computational Linguistics, p. 35-43 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Classifiers
Support vector machines
Identification (control systems)

Large-scale Native Language Identification with cross-corpus evaluation

Malmasi, S. & Dras, M., 2015, 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2015: Proceedings of the Conference. Red Hook, NY: Association for Computational Linguistics (ACL), p. 1403-1409 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

language
evaluation
Experiments
genre
Evaluation

Measuring feature diversity in Native Language Identification

Malmasi, S. & Cahill, A., 2015, NAACL HLT 2015: The Tenth Workshop on Innovative Use of NLP for Building Educational Applications : proceedings of the workshop. United States: The Association for Computational Linguistics, p. 49-55 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Learning systems
Identification (control systems)

Oracle and human baselines for native language identification

Malmasi, S., Tetreault, J. & Dras, M., 2015, NAACL HLT 2015: The Tenth Workshop on Innovative Use of NLP for Building Educational Applications : proceedings of the workshop. Red Hook, New York: The Association for Computational Linguistics, p. 172-178 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Labels
Identification (control systems)
Experiments

The Jinan Chinese Learner Corpus

Wang, M., Malmasi, S. & Huang, M., 2015, The tenth workshop on innovative use of NLP for building educational applications: proceedings of the workshop. United States: Association for Computational Linguistics, p. 118-123 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

grading
language acquisition
linguistics
language
resources
2014

Arabic Native Language Identification

Malmasi, S. & Dras, M., 2014, EMNLP 2014: the 2014 Conference on Empirical Methods In Natural Language Processing : proceedings of the conference. Stroudsburg, PA, USA: Association for Computational Linguistics, p. 180-186 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Syntactics
Linguistics
Teaching
Classifiers
Students

Chinese Native Language Identification

Malmasi, S. & Dras, M., 2014, EACL 2014: 14th Conference of the European Chapter of the Association for Computational Linguistics : proceedings of the conference. Stroudsburg, PA, USA: Association for Computational Linguistics, p. 95-99 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Context free grammars
Syntactics
Linguistics
Identification (control systems)

From visualisation to hypothesis construction for Second Language Acquisition

Malmasi, S. & Dras, M., 2014, TextGraphs-9: graph-based methods for Natural Language Processing : proceedings of the workshop. Stroudsburg, PA, USA: Association for Computational Linguistics, p. 56-64 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Visualization

Language transfer hypotheses with linear SVM weights

Malmasi, S. & Dras, M., 2014, EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Stroudsburg, PA: Association for Computational Linguistics (ACL), p. 1385-1390 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Linguistics
2013

NLI shared task 2013: MQ submission

Malmasi, S., Wong, S-M. J. & Dras, M., 2013, Proceedings of the eighth workshop on innovative use of NLP for building educational applications (BEA-8). Rochester, N.Y.: Department of Computer Science, University of Rochester, p. 124-133 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Classifiers
Logistics