CV can be downloaded here
Research Assistant (Casual) at The University of Melbourne (Victoria, Australia), Sept, 2014–Dec, 2014:
Fei Liu, Luke Zettlemoyer and Jacob Eisenstein The Referential Reader: A RecurrentEntity Network for Anaphora Resolution. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, Florence, Italy, pp. 5918-5925
Minghao Wu, Fei Liu and Trevor Cohn (2018) Evaluating the Utility of Hand-crafted Features in Sequence Labelling. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, pp. 2850-2856.
Bahar Salehi, Fei Liu, Timothy Baldwin and Wilson Wong (2018) Multitask Learning for Query Segmentation in Job Search. In Proceedings of the 8th International Conference on the Theory of Information Retrieval, Tianjin, China, pp. 179-182. Best Paper Award
Fei Liu, Trevor Cohn and Timothy Baldwin (2018) Narrative Modeling with Memory Chains and Semantic Supervision. In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, Melbourne, Australia, pp. 278-284.
Fei Liu, Trevor Cohn and Timothy Baldwin (2018) Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis. In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies, New Orleans, USA, pp. 278-283.
Fei Liu, Trevor Cohn and Timothy Baldwin (2017) Improving End-to-End Memory Networks with Unified Weight Tying. In Proceedings of the Australasian Language Technology Association Workshop 2017, Brisbane, Australia, pp. 16-24. Best Poster Award
Fei Liu, Timothy Baldwin and Trevor Cohn (2017) Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields. In Proceedings of the Eighth International Joint Conference on Natural Language Processing, Taipei, Taiwan, pp. 555-565.
Fei Liu, Julien Perez and Scott Nowson (2017) A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, Valencia, Spain, pp. 754-764.
Fei Liu and Julien Perez (2017) Gated End-to-End Memory Networks. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, Valencia, Spain, pp. 1-10.
Julien Perez and Fei Liu (2017) Dialog state tracking, a machine reading approach using Memory Network. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, Valencia, Spain, pp. 305-314.
Fei Liu, Julien Perez and Scott Nowson (2016) A Recurrent and Compositional Model for Personality Trait Recognition from Short Texts. In Proceedings of the Workshop on Computational Modeling of People's Opinions, Personality, and Emotions in Social Media, Osaka, Japan, pp. 20-29.
Fei Liu, Alistair Moffat, Timothy Baldwin and Xiuzhen Zhang (2016) Quit while ahead: Evaluating truncated rankings. In Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, Pisa, Italy, pp. 953-956.
Andrei Shcherbakov, Ekaterina Vylomova, Fei Liu and Timothy Baldwin (2016) VectorWeavers at SemEval-2016 Task 10: From Incremental Meaning to Semantic Unit (phrase by phrase). In Proceedings of the 10th International Workshop on Semantic Evaluation, San Diego, USA, pp. 946-952.
André Dittrich, Maria Vasardani, Stephan Winter, Timothy Baldwin and Fei Liu (2015) A Classification Schema for Fast Disambiguation of Spatial Prepositions. In Proceedings of the 6th ACM SIGSPATIAL International Workshop on GeoStreaming, Seattle, USA, pp. 78-86.
Fei Liu, Afshin Rahimi, Bahar Salehi, Miji Choi, Ping Tan and Long Duong (2014) Automatic Identification of Expressions of Locations in Tweet Messages using Conditional Random Fields. In Proceedings of the Australasian Language Technology Association Workshop 2014, Melbourne, Australia, pp. 171-176.
Fei Liu, Maria Vasardani and Timothy Baldwin (2014) Automatic Identification of Locative Expressions from Social Media Text: A Comparative Analysis. In Proceedings of The 4th International Workshop on Location and the Web, Shanghai, China, pp. 9–16.
Julien Perez, Scott Nowson, Fei Liu. Author personality trait recognition from short texts with a deep compositional learning approach. US10049103B2 (granted).
Julien Perez, Fei Liu, Scott Nowson. Gated end-to-end memory network. US20180232152A1 (application).