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Research Outputs

2020
2 Citations (Scopus)

WordSeg: standardizing unsupervised word form segmentation from text

Bernard, M., Thiolliere, R., Saksida, A., Loukatou, G. R., Larsen, E., Johnson, M., Fibla, L., Dupoux, E., Daland, R., Cao, X. N. & Cristia, A., Feb 2020, In : Behavior Research Methods. 52, 1, p. 264-278 15 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2019

A fast and accurate Vietnamese word segmenter

Nguyen, D. Q., Nguyen, D. Q., Vu, T., Dras, M. & Johnson, M., 1 Jan 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Hasida, K., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J., Piperidis, S. & Tokunaga, T. (eds.). Luxemburg: European Language Resources Association (ELRA), p. 2582-2587 6 p.

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

Open Access
File
4 Citations (Scopus)
52 Downloads (Pure)

An adaptable task-oriented dialog system for stand-alone embedded devices

Duong, L., Hoang, V. C. D., Pham, T. Q., Hong, Y-H., Dovgalecs, V., Bashkansky, G., Black, J., Bleeker, A., Huitouze, S. L. & Johnson, M., Jul 2019, Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics : System Demonstrations. Costa-jussà, M. R. & Alfonseca, E. (eds.). Florence, Italy: Association for Computational Linguistics (ACL), p. 49-57 9 p.

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

Open Access
File
2 Downloads (Pure)

Duality of link prediction and entailment graph induction

Hosseini, M. J., Cohen, S. B., Johnson, M. & Steedman, M., Jul 2019, Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Korhonen, A., Traum, D. & Màrquez, L. (eds.). Florence, Italy: Association for Computational Linguistics, p. 4736-4746 11 p.

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

Open Access
File
3 Downloads (Pure)

How to best use syntax in semantic role labelling

Wang, Y., Johnson, M., Wan, S., Sun, Y. & Wang, W., Jul 2019, Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Korhonen, A., Traum, D. & Màrquez, L. (eds.). Florence, Italy: Association for Computational Linguistics, p. 5338-5343 6 p.

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

Open Access
File
3 Downloads (Pure)

Neural constituency parsing of speech transcripts

Jamshid Lou, P., Wang, Y. & Johnson, M., Jun 2019, The 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Proceedings of the Conference Vol. 1 (Long and Short Papers). Burstein, J., Doran, C. & Solorio, T. (eds.). Stroudsburg PA: Association for Computational Linguistics (ACL), p. 2756-2765 10 p.

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

nocaps: novel object captioning at scale

Agrawal, H., Desai, K., Wang, Y., Chen, X., Jain, R., Johnson, M., Batra, D., Parikh, D., Lee, S. & Anderson, P., 2019, International Conference on Computer Vision 2019: ICCV 2019. Institute of Electrical and Electronics Engineers (IEEE), p. 8948-8957 10 p.

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

Open Access

Passive target localization by asynchronous self-locating receivers in multipath environments

Suraweera, N., Li, S., Johnson, M., Collings, I. B., Hanly, S. V., Ni, W. & Hedley, M., 2019, 2019, 13th International Conference on Signal Processing and Communication Systems, (ICSPCS): proceedings. Wysocki, T. A. & Wysocki, B. J. (eds.). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 1-6 6 p.

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

2018

Active learning for deep semantic parsing

Duong, L., Afshar, H., Estival, D., Pink, G., Cohen, P. & Johnson, M., 1 Jan 2018, ACL 2018 The 56th Annual Meeting of the Association for Computational Linguistics: Proceedings of the Conference, Vol. 2 (Short Papers). Gurevych, I. & Miyao, Y. (eds.). Association for Computational Linguistics (ACL), Vol. 2. p. 43-48 6 p. P18-2008

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

1 Citation (Scopus)

AMR dependency parsing with a typed semantic algebra

Groschwitz, J., Lindemann, M., Fowlie, M., Johnson, M. & Koller, A., 1 Jan 2018, ACL 2018 The 56th Annual Meeting of the Association for Computational Linguistics: Proceedings of the Conference, Vol. 1 (Long Papers). Gurevych, I. & Miyao, Y. (eds.). Stroudsburg PA: Association for Computational Linguistics (ACL), Vol. 1. p. 1831-1841 11 p.

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

12 Citations (Scopus)

Bottom-up and top-down attention for image captioning and visual question answering

Anderson, P., He, X., Buehler, C., Teney, D., Johnson, M., Gould, S. & Zhang, L., 14 Dec 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 6077-6086 10 p. 8578734. (IEEE Conference on Computer Vision and Pattern Recognition).

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

360 Citations (Scopus)

Disfluency detection using auto-correlational neural networks

Jamshid Lou, P., Anderson, P. & Johnson, M., Nov 2018, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018). Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Stroudsburg: Association for Computational Linguistics (ACL), p. 4610-4619 10 p. D18-1491

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

Open Access
File
7 Downloads (Pure)

Learning typed entailment graphs with global soft constraints

Hosseini, M. J., Chambers, N., Reddy, S., Holt, X. R., Cohen, S. B., Johnson, M. & Steedman, M., 2018, In : Transactions of the Association for Computational Linguistics. 6, p. 703-717 15 p.

Research output: Contribution to journalArticle

Open Access
File

Partially-supervised image captioning

Anderson, P., Gould, S. & Johnson, M., 2018, Advances in Neural Information Processing Systems 31 (NIPS 2018). Bengio, S., Wallach, H., Larochelle, H., Grauman, K., Cesa-Bianchi, N. & Garnett, R. (eds.). San Diego: Neural Information Processing Systems (NIPS) Foundation, p. 1-12 12 p. (Advances in Neural Information Processing Systems; vol. 31).

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

Open Access
4 Citations (Scopus)

Predicting accuracy on large datasets from smaller pilot data

Johnson, M., Anderson, P., Dras, M. & Steedman, M., 1 Jan 2018, ACL 2018 The 56th Annual Meeting of the Association for Computational Linguistics: Proceedings of the Conference, Vol. 2 (Short Papers). Gurevych, I. & Miyao, Y. (eds.). Association for Computational Linguistics (ACL), Vol. 2. p. 450-455 6 p. P18-2073

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

3 Citations (Scopus)

Vision-and-Language Navigation: interpreting visually-grounded navigation instructions in real environments

Anderson, P., Wu, Q., Teney, D., Bruce, J., Johnson, M., Sünderhauf, N., Reid, I., Gould, S. & van den Hengel, A., 14 Dec 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 3674-3683 10 p. 8578485. (IEEE Conference on Computer Vision and Pattern Recognition).

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

64 Citations (Scopus)
2017

A constrained graph algebra for semantic parsing with AMRs

Groschwitz, J., Fowlie, M., Johnson, M. & Koller, A., 2017, 12th International Conference on Computational Semantics: IWCS 2017. Gardent, C. & Retoré, C. (eds.). Pennsylvania: Association for Computational Linguistics (ACL), p. 1-13 13 p.

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

Open Access
File

A novel neural network model for joint POS tagging and graph-based dependency parsing

Nguyen, D. Q., Dras, M. & Johnson, M., 2017, Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies. Stroudsburg PA: Association for Computational Linguistics (ACL), p. 134-142 9 p.

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

Open Access

Disfluency detection using a noisy channel model and a deep neural language model

Jamshid Lou, P. & Johnson, M., 2017, ACL 2017 - The 55th Annual Meeting of the Association for Computational Linguistics: Proceedings of the Conference, Vol. 2 (Short Papers). Barzilay, R. & Kan, M-Y. (eds.). Stroudsburg PA: Association for Computational Linguistics (ACL), Vol. 2. p. 547-553 7 p.

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

Open Access
File
4 Citations (Scopus)

Guided open vocabulary image captioning with constrained beam search

Anderson, P., Fernando, B., Johnson, M. & Gould, S., 2017, Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing: EMNLP 2017. Palmer, M., Hwa, R. & Riedel, S. (eds.). Stroudsburg, PA: Association for Computational Linguistics, p. 936-945 10 p.

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

Open Access
File
5 Downloads (Pure)

Idea density for predicting Alzheimer's disease from transcribed speech

Sirts, K., Piguet, O. & Johnson, M., 2017, Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017). Levy, R. & Specia, L. (eds.). Stroudsburg, PA: Association for Computational Linguistics, p. 322-332 11 p.

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

Open Access
File
1 Downloads (Pure)

Marr's levels and the minimalist program

Johnson, M., Feb 2017, In : Psychonomic Bulletin and Review. 24, 1, p. 171-174 4 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Multilingual semantic parsing and code-switching

Duong, L., Afshar, H., Estival, D., Pink, G., Cohen, P. & Johnson, M., 2017, Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017). Stroudsburg, PA: Association for Computational Linguistics, p. 379-389 11 p.

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

Open Access
File
1 Downloads (Pure)

Search personalization with embeddings

Vu, T., Nguyen, D. Q., Johnson, M., Song, D. & Willis, A., 2017, Advances in information retrieval: 39th European Conference on IR Research, ECIR 2017, Aberdeen, UK, April 8–13, 2017, proceedings. Jose, J. M., Hauff, C., Altıngovde, I. S., Song, D., Albakour, D., Watt, S. & Tait, J. (eds.). Cham: Springer, Springer Nature, p. 598-604 7 p. (Lecture notes in computer science; vol. 10193).

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

13 Citations (Scopus)

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). Barzilay, R. & Kan, M-Y. (eds.). Stroudsburg, PA: Association for Computational Linguistics (ACL), Vol. 1. p. 1457-1469 13 p.

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

Open Access
File
2 Citations (Scopus)
2016

An empirical study for Vietnamese dependency parsing

Nguyen, D. Q., Dras, M. & Johnson, M., 1 Dec 2016, Australasian Language Technology Association Workshop 2016: proceedings of the workshop. Cohn, T. (ed.). Melbourne, Australia: Australasian Language Technology Association, p. 143-149 7 p.

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

Open Access

Characterizing twitter discussions about HPV vaccines using topic modeling and community detection

Surian, D., Nguyen, D. Q., Kennedy, G., Johnson, M., Coiera, E. & Dunn, A. G., Aug 2016, In : Journal of Medical Internet Research. 18, 8, p. 1-12 12 p., e232.

Research output: Contribution to journalArticle

42 Citations (Scopus)

Efficient techniques for parsing with tree automata

Groschwitz, J., Koller, A. & Johnson, M., 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. Association for Computational Linguistics (ACL), Vol. 4. p. 2042-2051 10 p.

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

Open Access
3 Citations (Scopus)

Grammar induction from (lots of) words alone

Pate, J. K. & Johnson, M., 1 Jan 2016, COLING 2016 - the 26th International Conference on Computational Linguistics: Proceedings of COLING 2016: Technical Papers. Association for Computational Linguistics, ACL Anthology, p. 23-32 10 p.

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

Open Access
File
5 Citations (Scopus)
2 Downloads (Pure)

Neighborhood mixture model for knowledge base completion

Nguyen, D. Q., Sirts, K., Qu, L. & Johnson, M., 2016, Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning (CoNLL). Association for Computational Linguistics (ACL), p. 40-50 11 p.

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

Open Access
File
3 Downloads (Pure)

SPICE: semantic propositional image caption evaluation

Anderson, P., Fernando, B., Johnson, M. & Gould, S., 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). Cham, Switzerland: Springer, Springer Nature, Vol. Part V. p. 382-398 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9909 LNCS).

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

128 Citations (Scopus)

STransE: A novel embedding model of entities and relationships in knowledge bases

Nguyen, D. Q., Sirts, K., Qu, L. & Johnson, M., 2016, 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference. Red Hook, New York: Association for Computational Linguistics (ACL), p. 460-466 7 p.

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

53 Citations (Scopus)

Unsupervised pre-training with Seq2Seq reconstruction loss for deep relation extraction models

Li, Z., Qu, L., Xu, Q. & Johnson, M., 2016, Proceedings of the Australasian Language Technology Association Workshop 2016. Cohn, T. (ed.). Melbourne, Australia: Australasian Language Technology Association, p. 54-64 11 p. (Australasian Language Technology Association Workshop ; vol. 14).

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

Open Access
File
15 Citations (Scopus)
1 Downloads (Pure)

Using left-corner parsing to encode universal structural constraints in grammar induction

Noji, H., Miyao, Y. & Johnson, M., 1 Jan 2016, Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 33-43 11 p.

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

2015

A computationally efficient algorithm for learning topical collocation models

Zhao, Z., Du, L., Börschinger, B., Pate, J. K., Ciaramita, M., Steedman, M. & Johnson, M., Jul 2015, Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing. Red Hook, N.Y.: Association for Computational Linguistics (ACL), p. 1460-1469 10 p.

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

An improved non-monotonic transition system for dependency parsing

Honnibal, M. & Johnson, M., 2015, Conference on Empirical Methods in Natural Language Processing, EMNLP 2015: Conference Proceedings. Red Hook, NY: Association for Computational Linguistics (ACL), p. 1373-1378 6 p.

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

120 Citations (Scopus)

An incremental algorithm for transition-based CCG parsing

Ambati, B. R., Deoskar, T., Johnson, M. & Steedman, M., 2015, 2015 Conference of the North American Chapter of the Association for Computational Linguistics, NAACL HLT 2015: Human Language Technologies, Proceedings of the Conference. Red Hook, NY: Association for Computational Linguistics (ACL), p. 53-63 11 p.

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

9 Citations (Scopus)

Do POS tags help to learn better morphological segmentations?

Sirts, K. & Johnson, M., 2015, Proceedings of the Australasian Language Technology Association Workshop 2015. Hachey, B. & Webster, K. (eds.). Melbourne, Australia: Australasian Language Technology Association, p. 91-100 10 p. (Australasian Language Technology workshop; vol. 13).

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

Open Access
File
2 Downloads (Pure)

Improving topic coherence with latent feature word representations in MAP estimation for topic modeling

Nguyen, D. Q., Sirts, K. & Johnson, M., 1 Dec 2015, Proceedings of the Australasian Language Technology Association Workshop 2015. Hachey, B. & Webster, K. (eds.). Stroudsburg, PA: Association for Computational Linguistics (ACL), Vol. 13. p. 116-121 6 p.

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

Improving topic models with Latent Feature Word Representations

Nguyen, D. Q., Billingsley, R., Du, L. & Johnson, M., 2015, In : Transactions of the Association for Computational Linguistics. 3, p. 299-313 15 p.

Research output: Contribution to journalArticle

Open Access
File
33 Downloads (Pure)

More efficient topic modelling through a noun only approach

Martin, F. & Johnson, M., 2015, Proceedings of the Australasian Language Technology Association Workshop 2015. Hachey, B. & Webster, K. (eds.). Melbourne, Australia: Australasian Language Technology Association, p. 111-115 5 p. (Australasian Language Technology Association workshop; vol. 13).

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

Open Access
File
2 Downloads (Pure)

Probabilistic grammars and their applications

Geman, S. & Johnson, M., 26 Mar 2015, International encyclopedia of the social & behavioral sciences: second edition. EXCERPTA MEDICA INC-ELSEVIER SCIENCE INC, Vol. 19. p. 9-15 7 p.

Research output: Chapter in Book/Report/Conference proceedingEntry for encyclopedia/dictionary/reference book

Sign constraints on feature weights improve a joint model of word segmentation and phonology

Johnson, M., Pater, J., Staubs, R. & Dupoux, E., 2015, NAACL HLT 2015: the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies : proceedings. Red Hook, New York: Association for Computational Linguistics (ACL), p. 303-313 11 p.

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

3 Citations (Scopus)

Topic segmentation with an ordering-based topic model

Du, L., Pate, J. K. & Johnson, M., 1 Jun 2015, Proceedings of the 29th AAAI Conference on Artificial Intelligence, AAAI 2015 and the 27th Innovative Applications of Artificial Intelligence Conference, IAAI 2015. Palo Alto, CA: Association for the Advancement of Artificial Intelligence, Vol. 3. p. 2232-2238 7 p.

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

8 Citations (Scopus)

Using entity information from a knowledge base to improve relation extraction

Du, L., Kumar, A., Johnson, M. & Ciaramita, M., 2015, Proceedings of the Australasian Language Technology Association Workshop 2015. Hachey, B. & Webster, K. (eds.). Melbourne, Australia: Australasian Language Technology Association, p. 31-38 8 p. (Australasian Language Technology Workshop; vol. 13).

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

Open Access
File
3 Downloads (Pure)
2014

Bridging the gap between speech technology and natural language processing: an evaluation toolbox for term discovery systems

Ludusan, B., Versteegh, M., Jansen, A., Gravier, G., Cao, X-N., Johnson, M. & Dupoux, E., 2014, Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC-2014). Calzolari, N., Choukri, K., Declerck, T., Loftsson, H., Maegaard, B., Mariani, J., Moreno, A., Odijk, J. & Piperidis, S. (eds.). Reykjavik, Iceland: Association for Computational Linguistics, p. 560-567 8 p.

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

Open Access
File
20 Citations (Scopus)
14 Downloads (Pure)

Exploring the role of stress in Bayesian word segmentation using adaptor grammars

Börschinger, B. & Johnson, M., 2014, In : Transactions of the Association for Computational Linguistics. 2, 1, p. 93-104 12 p.

Research output: Contribution to journalArticle

Open Access
File
10 Downloads (Pure)

Joint incremental disfluency detection and dependency parsing

Honnibal, M. & Johnson, M., 2014, In : Transactions of the Association for Computational Linguistics. 2, 1, p. 131-142 12 p.

Research output: Contribution to journalArticle

Open Access
File
53 Downloads (Pure)

Modelling function words improves unsupervised word segmentation

Johnson, M., Christophe, A., Demuth, K. & Dupoux, E., 2014, Long Papers. Stroudsburg, PA: Association for Computational Linguistics (ACL), Vol. 1. p. 282-292 11 p.

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

9 Citations (Scopus)