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Proceedings of the Australasian Language Technology Association Workshop 2016
Trevor Cohn

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Improving Neural Translation Models with Linguistic Factors
Cong Duy Vu Hoang | Gholamreza Haffari | Trevor Cohn

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Evaluation of Medical Concept Annotation Systems on Clinical Records
Hamed Hassanzadeh | Anthony Nguyen | Bevan Koopman

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The Benefits of Word Embeddings Features for Active Learning in Clinical Information Extraction
Mahnoosh Kholghi | Lance De Vine | Laurianne Sitbon | Guido Zuccon | Anthony Nguyen

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Syndromic Surveillance using Generic Medical Entities on Twitter
Pin Huang | Andrew MacKinlay | Antonio Jimeno Yepes

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Syndromic Surveillance through Measuring Lexical Shift in Emergency Department Chief Complaint Texts
Hafsah Aamer | Bahadorreza Ofoghi | Karin Verspoor

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Unsupervised Pre-training With Seq2Seq Reconstruction Loss for Deep Relation Extraction Models
Zhuang Li | Lizhen Qu | Qiongkai Xu | Mark Johnson

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ASM Kernel: Graph Kernel using Approximate Subgraph Matching for Relation Extraction
Nagesh C. Panyam | Karin Verspoor | Trevor Cohn | Rao Kotagiri

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N-ary Biographical Relation Extraction using Shortest Path Dependencies
Gitansh Khirbat | Jianzhong Qi | Rui Zhang

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Phonotactic Modeling of Extremely Low Resource Languages
Andrei Shcherbakov | Ekaterina Vylomova | Nick Thieberger

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The Role of Features and Context on Suicide Ideation Detection
Yufei Wang | Stephen Wan | Cécile Paris

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Featureless Domain-Specific Term Extraction with Minimal Labelled Data
Rui Wang | Wei Liu | Chris McDonald

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An Effect of Background Population Sample Size on the Performance of a Likelihood Ratio-based Forensic Text Comparison System: A Monte Carlo Simulation with Gaussian Mixture Model
Shunichi Ishihara

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How Challenging is Sarcasm versus Irony Classification?: A Study With a Dataset from English Literature
Aditya Joshi | Vaibhav Tripathi | Pushpak Bhattacharyya | Mark Carman | Meghna Singh | Jaya Saraswati | Rajita Shukla

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Learning cascaded latent variable models for biomedical text classification
Ming Liu | Gholamreza Haffari | Wray Buntine

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Temporal Modelling of Geospatial Words in Twitter
Bo Han | Antonio Jimeno Yepes | Andrew MacKinlay | Lianhua Chi

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NER for Medical Entities in Twitter using Sequence to Sequence Neural Networks
Antonio Jimeno Yepes | Andrew MacKinlay

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An empirical study for Vietnamese dependency parsing
Dat Quoc Nguyen | Mark Dras | Mark Johnson

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:telephone::person::sailboat::whale::okhand: ; or “Call me Ishmael” – How do you translate emoji?
Will Radford | Ben Hachey | Bo Han | Andy Chisholm

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Presenting a New Dataset for the Timeline Generation Problem
Xavier Holt | Will Radford | Ben Hachey

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Overview of the 2016 ALTA Shared Task: Cross-KB Coreference
Andrew Chisholm | Ben Hachey | Diego Mollá

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Disambiguating Entities Referred by Web Endpoints using Tree Ensembles
Gitansh Khirbat | Jianzhong Qi | Rui Zhang

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Filter and Match Approach to Pair-wise Web URI Linking
S. Shivashankar | Yitong Li | Afshin Rahimi

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Pairwise FastText Classifier for Entity Disambiguation
Cheng Yu | Bing Chu | Rohit Ram | James Aichinger | Lizhen Qu | Hanna Suominen