• 792 Citations
  • 16 h-Index
20072019

Research output per year

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Research Output

  • 792 Citations
  • 16 h-Index
  • 49 Conference contribution
  • 5 Article
  • 1 Paper
  • 1 Conference article
2019

A Factorial Deep Markov Model for Unsupervised Disentangled Representation Learning from Speech

Khurana, S., Rayhan Joty, S., Ali, A. & Glass, J., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6540-6544 5 p. 8683131. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging

Aggarwal, K., Khadanga, S., Rayhan Joty, S., Kazaglis, L. & Srivastava, J., 22 Jan 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1318-1327 10 p. 8622286. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

3 Citations (Scopus)

Neuron: Query execution plan meets natural language processing for augmenting DB education

Liu, S., Bhowmick, S. S., Zhang, W., Wang, S., Huang, W. & Rayhan Joty, S., 25 Jun 2019, SIGMOD 2019 - Proceedings of the 2019 International Conference on Management of Data. Association for Computing Machinery, p. 1953-1956 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

Watch it twice: Video captioning with a refocused video encoder

Shi, X., Joty, S., Cai, J. & Gu, J., 15 Oct 2019, MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 818-826 9 p. (MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia).

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

2018

ANR: Aspect-based Neural Recommender

Chin, J. Y., Rayhan 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.

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

14 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

4 Citations (Scopus)

Domain adaptation with adversarial training and graph embeddings

Alam, F., Rayhan 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., Rayhan 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

33 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

9 Citations (Scopus)

Unpaired Image Captioning by Language Pivoting

Gu, J., Rayhan Joty, S., Cai, J. & Wang, G., 1 Jan 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer Verlag, p. 519-535 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11205 LNCS).

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

1 Citation (Scopus)

VQA-E: Explaining, elaborating, and enhancing your answers for visual questions

Li, Q., Tao, Q., Rayhan Joty, S., Cai, J. & Luo, J., 1 Jan 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Hebert, M. & Weiss, Y. (eds.). Springer Verlag, p. 570-586 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11211 LNCS).

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

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

11 Citations (Scopus)

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

Saha, T. K., Rayhan Joty, S. & Al Hasan, M., 1 Jan 2017, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Proceedings. 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

Rayhan Joty, S., Nakov, P., Marques, 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

9 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

6 Citations (Scopus)

Discourse structure in machine translation evaluation

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

Research output: Contribution to journalArticle

1 Citation (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

16 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., Rayhan 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.

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

26 Citations (Scopus)
2016

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

Durrani, N., Sajjad, H., Rayhan 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.

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

24 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

15 Citations (Scopus)
2015

CODRA: A novel discriminative framework for rhetorical analysis

Rayhan 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

42 Citations (Scopus)

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

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

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

109 Citations (Scopus)

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

Rayhan Joty, S., Barron, A., Martino, G., Filice, S., Marques, L., Moschitti, A. & Nakov, P., 2015, Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 573-578 6 p.

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

28 Citations (Scopus)

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

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

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

7 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

24 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

33 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

13 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., Marques, L. & Rayhan Joty, S., 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.

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

25 Citations (Scopus)
2013

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

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

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

74 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

Rayhan 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

29 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

13 Citations (Scopus)
2012

A novel discriminative framework for sentence-level discourse analysis

Rayhan 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.

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

36 Citations (Scopus)
2011

Exploiting conversational features to detect high-quality blog comments

FitzGerald, N., Carenini, G., Murray, G. & Rayhan Joty, S., 8 Jun 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6657 LNAI. 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

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

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

26 Citations (Scopus)
2010

Exploiting conversation structure in unsupervised topic segmentation for emails

Rayhan 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.

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

13 Citations (Scopus)
2009

A SVM-based ensemble approach to multi-document summarization

Chali, Y., Hasan, S. A. & Rayhan Joty, S., 10 Sep 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 5549 LNAI. 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., Rayhan Joty, S. & Hasan, S. A., 13 Aug 2009, In : Journal of Artificial Intelligence Research. 35, p. 1-47 47 p.

Research output: Contribution to journalArticle

17 Citations (Scopus)

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

Chali, Y., Hasan, S. A. & Rayhan Joty, S., 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.

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

8 Citations (Scopus)
2008

Answering complex questions using query-focused summarization technique

Chali, Y. & Rayhan Joty, S., 22 Dec 2008, Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI. Vol. 2. p. 131-134 4 p. 4669765

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. & Rayhan Joty, S., 22 Dec 2008, Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI. Vol. 2. p. 123-130 8 p. 4669764

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

3 Citations (Scopus)