CV

Education

Appointments

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Academic Honours

Invited Talks

Teaching

Supervision

Publications

Journal

  1. [2020]  How Furiously Can Colorless Green Ideas Sleep? Sentence Acceptability in Context. In Transactions of the Association for Computational Linguistics.
  2. [2018]  Duplicate Detection in Programming Question Answering Communities. In ACM Transactions of Internet Technology.
  3. [2017]  Grammaticality, Acceptability, and Probability: A Probabilistic View of Linguistic Knowledge. In Cognitive Science.
  4. [2017]  Evaluating Topic Representations for Exploring Document Collections. In Journal of the Association for Information Science and Technology.
  5. [2014]  Automatic Detection and Language Identification of Multilingual Documents. In Transactions of the Association for Computational Linguistics.
  6. [2013]  On Collocations and Topic Models. In ACM Transactions on Speech and Language Processing.

Conference

  1. [2020]  Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension. In Proceedings of the 2020 International Joint Conference on Neural Networks (IJCNN2020).
  2. [2020]  Give Me Convenience and Give Her Death: Who Should Decide What Uses of NLP are Appropriate, and on What Basis?. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020).
  3. [2019]  Discovering Relevant Reviews for Answering Product-related Queries. In Proceedings of the 19th IEEE International Conference on Data Mining (ICDM 2019).
  4. [2019]  Early Rumour Detection. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics — Human Language Technologies (NAACL HLT 2019).
  5. [2018]  Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme. In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018).
  6. [2018]  The Influence of Context on Sentence Acceptability Judgements. In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018).
  7. [2018]  Topic Intrusion for Automatic Topic Model Evaluation. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018).
  8. [2017]  End-to-end Network for Twitter Geolocation Prediction and Hashing. In Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP 2017).
  9. [2017]  An Automatic Approach for Document-level Topic Model Evaluation. In Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL-2017).
  10. [2017]  Topically Driven Neural Language Model. In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017).
  11. [2017]  Detecting Duplicate Posts in Programming QA Communities via Latent Semantics and Association Rules. In Proceedings of the 26th International Conference on World Wide Web (WWW 2017).
  12. [2017]  Multimodal Topic Labelling. In Proceedings of the 15th Conference of the EACL (EACL 2017).
  13. [2016]  Automatic Labelling of Topics with Neural Embeddings. In Proceedings of the 26th International Conference on Computational Linguistics (COLING 2016).
  14. [2016]  LexSemTm: A Semantic Dataset Based on All-words Unsupervised Sense Distribution Learning. In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016).
  15. [2016]  The Sensitivity of Topic Coherence Evaluation to Topic Cardinality. In Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics — Human Language Technologies (NAACL HLT 2016).
  16. [2015]  Unsupervised Prediction of Acceptability Judgements. In Proceedings of the Joint conference of the 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 (ACL-IJCNLP 2015).
  17. [2014]  Representing Topics Labels for Exploring Digital Libraries. In Proceedings of Digital Libraries 2014.
  18. [2014]  Applying a Word-sense Induction System to the Automatic Extraction of Diverse Dictionary Examples. In Proceedings of the XVI EURALEX International Congress (EURALEX 2014).
  19. [2014]  Novel Word-sense Identification. In Proceedings of the 25th International Conference on Computational Linguistics (COLING 2014).
  20. [2014]  Measuring Gradience in Speakers' Grammaticality Judgements. In Proceedings of the 36th Annual Meeting of the Cognitive Science Society (CogSci 2014).
  21. [2014]  Learning Word Sense Distributions, Detecting Unattested Senses and Identifying Novel Senses Using Topic Models. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014).
  22. [2014]  Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model Quality. In Proceedings of the 14th Conference of the EACL (EACL 2014).
  23. [2013]  Unsupervised Word Class Induction for Under-resourced Languages: A Case Study on Indonesian. In Proceedings of the 6th International Joint Conference on Natural Language Processing (IJCNLP 2013).
  24. [2013]  A Lexicographic Appraisal of an Automatic Approach for Detecting New Word Senses. In Proceedings of eLex 2013.
  25. [2012]  Word Sense Induction for Novel Sense Detection. In Proceedings of the 13th Conference of the EACL (EACL 2012).
  26. [2012]  On-line Trend Analysis with Topic Models: #twitter trends detection topic model online. In Proceedings of the 24th International Conference of on Computational Linguistics (COLING 2012).
  27. [2012]  Bayesian Text Segmentation for Index Term Identification and Keyphrase Extraction. In Proceedings of the 24th International Conference of on Computational Linguistics (COLING 2012).
  28. [2011]  Automatic Labelling of Topics. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL HLT 2011).
  29. [2010]  Best Topic Word Selection for Topic Labelling. In Proceedings of the 23rd International Conference on Computational Linguistics (COLING 2010), Posters Volume.
  30. [2010]  Automatic Evaluation of Topic Coherence. In Proceedings of Human Language Technologies: The 11th Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL HLT 2010).

Workshop

  1. [2020]  #DemocratsAreDestroyingAmerica: Rumour Analysis on Twitter During COVID-19. In Proceedings of the 5th International Workshop on Mining Actionable Insights from Social Networks: Special Edition on Dis/Misinformation Mining from Social Media (MAISoN 2020).
  2. [2019]  From Shakespeare to Li-Bai: Adapting a Sonnet Model to Chinese Poetry. In Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association.
  3. [2019]  Improved Document Modelling with a Neural Discourse Parser. In Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association.
  4. [2018]  Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata. In Proceedings of the 2018 EMNLP Workshop W-NUT: The 4th Workshop on Noisy User-generated Text.
  5. [2017]  Decoupling Encoder and Decoder Networks for Abstractive Document Summarization. In Proceedings of the MultiLing 2017 Workshop on Summarization and Summary Evaluation Across Source Types and Genres.
  6. [2016]  An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation. In Proceedings of the 1st Workshop on Representation Learning for NLP.
  7. [2013]  unimelb: Topic Modelling-based Word Sense Induction. In Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval 2013).
  8. [2013]  unimelb: Topic Modelling-based Word Sense Induction for Web Snippet Clustering. In Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval 2013).

Professional Activities

Media Coverage