Publications (30)
Topically Driven Neural Language Model
Jey Han Lau, Timothy Baldwin, Trevor Cohn
An Automatic Approach for Document-level Topic Model Evaluation
Shraey Bhatia, Jey Han Lau, Timothy Baldwin
Hierarchical Structured Model for Fine-to-coarse Manifesto Text Analysis
Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin
Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning
Ekaterina Vylomova, Laura Rimell, Trevor Cohn +1
Learning Robust Representations of Text
Yitong Li, Trevor Cohn, Timothy Baldwin
Towards Robust and Privacy-preserving Text Representations
Yitong Li, Timothy Baldwin, Trevor Cohn
Target Based Speech Act Classification in Political Campaign Text
Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin
Bootstrapping Deep Lexical Resources: Resources for Courses
Timothy Baldwin
Evaluating the Utility of Document Embedding Vector Difference for Relation Learning
Jingyuan Zhang, Timothy Baldwin
Automatic Language Identification in Texts: A Survey
Tommi Jauhiainen, Marco Lui, Marcos Zampieri +2
What's in a Domain? Learning Domain-Robust Text Representations using Adversarial Training
Yitong Li, Timothy Baldwin, Trevor Cohn
Narrative Modeling with Memory Chains and Semantic Supervision
Fei Liu, Trevor Cohn, Timothy Baldwin
Automatic Labelling of Topics with Neural Embeddings
Shraey Bhatia, Jey Han Lau, Timothy Baldwin
Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks
Afshin Rahimi, Timothy Baldwin, Trevor Cohn
Semi-supervised Stochastic Multi-Domain Learning using Variational Inference
Yitong Li, Timothy Baldwin, Trevor Cohn
From Incremental Meaning to Semantic Unit (phrase by phrase)
Andreas Scherbakov, Ekaterina Vylomova, Fei Liu +1
Exploiting Text and Network Context for Geolocation of Social Media Users
Afshin Rahimi, Duy Vu, Trevor Cohn +1
Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields
Fei Liu, Timothy Baldwin, Trevor Cohn
Context-Aware Prediction of Derivational Word-forms
Ekaterina Vylomova, Ryan Cotterell, Timothy Baldwin +1
An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation
Jey Han Lau, Timothy Baldwin
Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model
Shivashankar Subramanian, Timothy Baldwin, Trevor Cohn
Twitter User Geolocation Using a Unified Text and Network Prediction Model
Afshin Rahimi, Trevor Cohn, Timothy Baldwin
Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme
Jey Han Lau, Trevor Cohn, Timothy Baldwin +2
Contextualization of Morphological Inflection
Ekaterina Vylomova, Ryan Cotterell, Timothy Baldwin +2
Semi-supervised User Geolocation via Graph Convolutional Networks
Afshin Rahimi, Trevor Cohn, Timothy Baldwin
A Neural Model for User Geolocation and Lexical Dialectology
Afshin Rahimi, Trevor Cohn, Timothy Baldwin
Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis
Fei Liu, Trevor Cohn, Timothy Baldwin
Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representation on Sequence Labelling Tasks
Lizhen Qu, Gabriela Ferraro, Liyuan Zhou +3
Named Entity Recognition for Novel Types by Transfer Learning
Lizhen Qu, Gabriela Ferraro, Liyuan Zhou +2
A Joint Model for Multimodal Document Quality Assessment
Aili Shen, Bahar Salehi, Timothy Baldwin +1