• 885 Citations
  • 16 h-Index
20072019

Research output per year

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Research Output

  • 885 Citations
  • 16 h-Index
  • 47 Conference contribution
  • 5 Article
  • 2 Paper
  • 2 Conference article
2007

Advances in focused retrieval: A general review

Joty, S. R. & Sadid-Al-Hasan, S., 1 Dec 2007, 2007 10th International Conference on Computer and Information Technology, ICCIT. 4579357. (2007 10th International Conference on Computer and Information Technology, ICCIT).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

University of Lethbridge's participation in TREC-2007 QA Track

Chali, Y. & Joty, S. R., 1 Dec 2007, In : NIST Special Publication.

Research output: Contribution to journalConference article

UofL: Word Sense Disambiguation using lexical cohesion

Chali, Y. & Joty, S. R., 1 Jan 2007, p. 476-479. 4 p.

Research output: Contribution to conferencePaper

7 Citations (Scopus)
2008

Answering complex questions using query-focused summarization technique

Chali, Y. & Joty, S. R., 22 Dec 2008, Proceedings - 20th IEEE International Conference on Tools with Artificial Intelligence, ICTAI'08. p. 131-134 4 p. 4669765. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Exploiting syntactic and shallow semantic kernels to improve random walks for complex question answering

Chali, Y. & Joty, S. R., 22 Dec 2008, Proceedings - 20th IEEE International Conference on Tools with Artificial Intelligence, ICTAI'08. p. 123-130 8 p. 4669764. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Improving the performance of the random walk model for answering complex questions

Chali, Y. & Joty, S. R., 1 Dec 2008, ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. p. 9-12 4 p. (ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

Selecting sentences for answering complex questions

Chali, Y. & Joty, S. R., 1 Dec 2008, p. 304-313. 10 p.

Research output: Contribution to conferencePaper

6 Citations (Scopus)

Unsupervised approach for selecting sentences in query-based summarization

Chali, Y. & Joty, S. R., 17 Nov 2008, Proceedings of the 21th International Florida Artificial Intelligence Research Society Conference, FLAIRS-21. p. 47-52 6 p. (Proceedings of the 21th International Florida Artificial Intelligence Research Society Conference, FLAIRS-21).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)
2009

A SVM-based ensemble approach to multi-document summarization

Chali, Y., Hasan, S. A. & Joty, S. R., 10 Sep 2009, Advances in Artificial Intelligence - 22nd Canadian Conference on Artificial Intelligence, Canadian AI 2009, Proceedings. p. 199-202 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5549 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Citations (Scopus)

Complex question answering: Unsupervised learning approaches and experiments

Chali, Y., Joty, S. R. & Hasan, S. A., 13 Aug 2009, In : Journal of Artificial Intelligence Research. 35, p. 1-47 47 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)

Do automatic annotation techniques have any impact on supervised complex question answering?

Chali, Y., Hasan, S. A. & Joty, S. R., 1 Dec 2009, ACL-IJCNLP 2009 - Joint Conf. of the 47th Annual Meeting of the Association for Computational Linguistics and 4th Int. Joint Conf. on Natural Language Processing of the AFNLP, Proceedings of the Conf.. p. 329-332 4 p. (ACL-IJCNLP 2009 - Joint Conf. of the 47th Annual Meeting of the Association for Computational Linguistics and 4th Int. Joint Conf. on Natural Language Processing of the AFNLP, Proceedings of the Conf.).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)
2010

Exploiting conversation structure in unsupervised topic segmentation for emails

Joty, S., Carenini, G., Murray, G. & Ng, R. T., 1 Dec 2010, EMNLP 2010 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. p. 388-398 11 p. (EMNLP 2010 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Citations (Scopus)
2011

Exploiting conversational features to detect high-quality blog comments

FitzGerald, N., Carenini, G., Murray, G. & Joty, S., 8 Jun 2011, Advances in Artificial Intelligence - 24th Canadian Conference on Artificial Intelligence, Canadian AI 2011, Proceedings. p. 122-127 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6657 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)
17 Citations (Scopus)

Unsupervised modeling of dialog acts in asynchronous conversations

Joty, S., Carenini, G. & Lin, C. Y., 1 Dec 2011, IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence. p. 1807-1813 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

29 Citations (Scopus)
2012

A novel discriminative framework for sentence-level discourse analysis

Joty, S., Carenini, G. & Ng, R. T., 1 Dec 2012, EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference. p. 904-915 12 p. (EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

38 Citations (Scopus)
2013

Combining intra- and multi-sentential rhetorical parsing for document-level discourse analysis

Joty, S., Carenini, G., Ng, R. & Mehdad, Y., 1 Jan 2013, Long Papers. Association for Computational Linguistics (ACL), p. 486-496 11 p. (ACL 2013 - 51st Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

79 Citations (Scopus)

Dialogue act recognition in synchronous and asynchronous conversations

Tavafi, M., Mehdad, Y., Rayhan Joty, S., Carenini, G. & Ng, R., 2013, SIGDIAL 2013 - 14th Annual Meeting of the Special Interest Group on Discourse and Dialogue, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 117-121 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Citations (Scopus)

Topic segmentation and labeling in asynchronous conversations

Joty, S., Carenini, G. & Ng, R. T., 31 Jul 2013, In : Journal of Artificial Intelligence Research. 47, p. 521-573 53 p.

Research output: Contribution to journalArticle

30 Citations (Scopus)

Towards topic labeling with phrase entailment and aggregation

Mehdad, Y., Carenini, G., Ng, R. T. & Rayhan Joty, S., 2013, NAACL HLT 2013 - 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Main Conference. Association for Computational Linguistics (ACL), p. 179-189 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Citations (Scopus)
2014

Discriminative reranking of discourse parses using tree kernels

Joty, S. & Moschitti, A., 2014, EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 2049-2060 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Citations (Scopus)

Learning to differentiate better from worse translations

Guzmán, F., Rayhan Joty, S., Marques, L., Moschitti, A., Nakov, P. & Nicosia, M., 2014, EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 214-220 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Semantic kernels for semantic parsing

Saleh, I., Moschitti, A., Nakov, P., Màrquez, L. & Joty, S., 1 Jan 2014, EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 436-442 7 p. (EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Study of using syntactic and semantic structures for concept segmentation and labeling

Saleh, I., Rayhan Joty, S., Marques, L., Moschitti, A., Nakov, P., Cyphers, S. & Glass, J., 2014, COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers. Association for Computational Linguistics, ACL Anthology, p. 193-202 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Using discourse structure improves machine translation evaluation

Guzmán, F., Rayhan Joty, S., Marques, L. & Nakov, P., 1 Jan 2014, 52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference. Association for Computational Linguistics (ACL), Vol. 1. p. 687-698 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

28 Citations (Scopus)
2015

CODRA: A novel discriminative framework for rhetorical analysis

Joty, S., Carenini, G. & Ng, R. T., 10 Sep 2015, In : Computational Linguistics. 41, 3, p. 385-435 51 p.

Research output: Contribution to journalArticle

47 Citations (Scopus)

Fine-grained opinion mining with recurrent neural networks and word embeddings

Liu, P., Joty, S. & Meng, H., 1 Jan 2015, Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 1433-1443 11 p. (Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

118 Citations (Scopus)

Global thread-level inference for comment classification in community question answering

Joty, S., Barrón-Cedeño, A., Da San Martino, G., Filice, S., Márquez, L., Moschitti, A. & Nakov, P., 1 Jan 2015, Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 573-578 6 p. (Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

30 Citations (Scopus)

How to avoid unwanted pregnancies: Domain adaptation using neural network models

Joty, S., Sajjad, H., Durrani, N., Al-Mannai, K., Abdelali, A. & Vogel, S., 1 Jan 2015, Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 1259-1270 12 p. (Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Pairwise neural machine translation evaluation

Guzman, F., Rayhan Joty, S., Marques, L. & Nakov, P., 2015, ACL-IJCNLP 2015 - 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, Proceedings of the Conference. Association for Computational Linguistics (ACL), Vol. 1. p. 805-814 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

26 Citations (Scopus)

Thread-level information for comment classification in community question answering

Barron, A., Filice, S., Martino, G., Rayhan Joty, S., Marques, L., Nakov, P. & Moschitti, A., 2015, ACL-IJCNLP 2015 - 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, Proceedings of the Conference. Association for Computational Linguistics (ACL), Vol. 2. p. 687-693 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

35 Citations (Scopus)
2016

A deep fusion model for domain adaptation in phrase-based MT

Durrani, N., Sajjad, H., Joty, S. & Abdelali, A., 1 Jan 2016, COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers. Association for Computational Linguistics, ACL Anthology, p. 3177-3187 11 p. (COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

An interactive system for exploring community question answering forums

Hoque, E., Rayhan Joty, S., Marques, L., Barron, A., Martino, G., Moschitti, A., Nakov, P., Romeo, S. & Carenini, G., 1 Jan 2016, COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: System Demonstrations. Association for Computational Linguistics, ACL Anthology, p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

ConvKN at SemEval-2016 task 3: Answer and question selection for question answering on Arabic and English fora

Barron, A., Bonadiman, D., Martino, G., Rayhan Joty, S., Moschitti, A., Khalid Al Obaidli, F., Romeo, S., Tymoshenko, K. & Uva, A., 1 Jan 2016, SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings. Association for Computational Linguistics (ACL), p. 896-903 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

28 Citations (Scopus)

Joint learning with global inference for comment classification in community question answering

Rayhan Joty, S., Marques, L. & Nakov, P., 2016, 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 703-713 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

16 Citations (Scopus)
2017

A neural local coherence model

Nguyen, D. T. & Rayhan Joty, S., 1 Jan 2017, ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), Vol. 1. p. 1320-1330 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Citations (Scopus)

Con-S2V: A Generic Framework for Incorporating Extra-Sentential Context into Sen2Vec

Saha, T. K., Joty, S. & Al Hasan, M., 1 Jan 2017, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Proceedings. Ceci, M., Dzeroski, S., Vens, C., Todorovski, L. & Hollmen, J. (eds.). Springer Verlag, p. 753-769 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10534 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

CQAVis: Visual text analytics for community question answering

Hoque, E., Rayhan Joty, S., Marques, L. & Carenini, G., 7 Mar 2017, IUI 2017 - Proceedings of the 22nd International Conference on Intelligent User Interfaces. Association for Computing Machinery, Vol. Part F126745. p. 161-172 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Cross-language learning with adversarial neural networks: Application to community question answering

Joty, S., Nakov, P., Màrquez, L. & Jaradat, I., 1 Jan 2017, CoNLL 2017 - 21st Conference on Computational Natural Language Learning, Proceedings. Association for Computational Linguistics (ACL), p. 226-237 12 p. (CoNLL 2017 - 21st Conference on Computational Natural Language Learning, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Citations (Scopus)

Cross-language question re-ranking

Martino, G., Romeo, S., Barron, A., Rayhan Joty, S., Marques, L., Moschitti, A. & Nakov, P., 7 Aug 2017, SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1145-1148 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)

Discourse structure in machine translation evaluation

Joty, S., Guzmán, F., Màrquez, L. & Nakov, P., 1 Dec 2017, In : Computational Linguistics. 43, 4, p. 683-722 40 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Distributed representations of tuples for entity resolution

Ebraheem, M., Thirumuruganathan, S., Rayhan Joty, S., Ouzzani, M. & Tang, N., 1 Jan 2017, In : Proceedings of the VLDB Endowment. 11, 11, p. 1454-1467 14 p.

Research output: Contribution to journalConference article

22 Citations (Scopus)

Regularized and retrofitted models for learning sentence representation with context

Saha, T. K., Rayhan Joty, S., Hassan, N. & Al Hasan, M., 6 Nov 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841. p. 547-556 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Robust classification of crisis-related data on social networks using convolutional neural networks

Nguyen, D. T., Al Mannai, K. A., Joty, S., Sajjad, H., Imran, M. & Mitra, P., 1 Jan 2017, Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017. AAAI press, p. 632-635 4 p. (Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

32 Citations (Scopus)
2018

ANR: Aspect-based Neural Recommender

Chin, J. Y., Joty, S., Zhao, K. & Cong, G., 17 Oct 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 147-156 10 p. (International Conference on Information and Knowledge Management, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Citations (Scopus)

Coherence modeling of asynchronous conversations: A neural entity grid approach

Mohiuddin, T., Rayhan Joty, S. & Nguyen, D. T., 1 Jan 2018, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 558-568 11 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Domain adaptation with adversarial training and graph embeddings

Alam, F., Joty, S. & Imran, M., 1 Jan 2018, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 1077-1087 11 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Graph based semi-supervised learning with convolution neural networks to classify crisis related tweets

Alam, F., Rayhan Joty, S. & Imran, M., 1 Jan 2018, 12th International AAAI Conference on Web and Social Media, ICWSM 2018. AAAI press, p. 556-559 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models

Gu, J., Cai, J., Joty, S., Niu, L. & Wang, G., 14 Dec 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 7181-7189 9 p. 8578848. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

45 Citations (Scopus)

SEGBOT: A generic neural text segmentation model with pointer network

Li, J., Sun, A. & Rayhan Joty, S., 1 Jan 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, Vol. 2018-July. p. 4166-4172 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Citations (Scopus)