Using natural language processing and patient journey clustering for temporal phenotyping of antimicrobial therapies for cat bite abscesses, Brian Hur, Karin M. Verspoor, Timothy Baldwin, Laura Y. Hardefeldt, Caitlin Pfeiffer, Caroline Mansfield, Riati Scarborough, James R. Gilkerson
Natural Language Processing Faculty Publications

Evaluation and Measurement, Tommi Jauhiainen, Marcos Zampieri, Timothy Baldwin, Krister Lindén
Natural Language Processing Faculty Publications

Specific Challenges of Variation and Text Types, Tommi Jauhiainen, Marcos Zampieri, Timothy Baldwin, Krister Lindén
Natural Language Processing Faculty Publications

Features and Methods, Tommi Jauhiainen, Marcos Zampieri, Timothy Baldwin, Krister Lindén
Natural Language Processing Faculty Publications

Applications and Related Tasks, Tommi Jauhiainen, Marcos Zampieri, Timothy Baldwin, Krister Lindén
Natural Language Processing Faculty Publications

Large Scale, Multi-domain Language Identification, Tommi Jauhiainen, Marcos Zampieri, Timothy Baldwin, Krister Lindén
Natural Language Processing Faculty Publications

Conclusion and Future Directions, Tommi Jauhiainen, Marcos Zampieri, Timothy Baldwin, Krister Lindén
Natural Language Processing Faculty Publications

Introduction to Language Identification, Tommi Jauhiainen, Marcos Zampieri, Timothy Baldwin, Krister Lindén
Natural Language Processing Faculty Publications

What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural text, Biaoyan Fang, Timothy Baldwin, Karin Verspoor
Timothy Baldwin

Predicting Publication of Clinical Trials Using Structured and Unstructured Data: Model Development and Validation Study, Siyang Wang, Simon Šuster, Timothy Baldwin, Karin Verspoor
Timothy Baldwin

Analysis of predictive performance and reliability of classifiers for quality assessment of medical evidence revealed important variation by medical area, Simon Šuster, Timothy Baldwin, Karin Verspoor
Timothy Baldwin

Disease progression modelling of Alzheimer's disease using probabilistic principal components analysis, Martin Saint-Jalmes, Victor Fedyashov, Daniel Beck, Timothy Baldwin, Noel G. Faux, Pierrick Bourgeat, Jurgen Fripp, Colin L. Masters, Benjamin Goudey
Timothy Baldwin

On the Effectiveness of Images in Multi-modal Text Classification: An Annotation Study, Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin
Timothy Baldwin

Noisy Label Regularisation for Textual Regression, Yuxia Wang, Timothy Baldwin, Karin Verspoor
Timothy Baldwin

Disease progression modelling of Alzheimer's disease using probabilistic principal components analysis, Martin Saint-Jalmes, Victor Fedyashov, Daniel Beck, Timothy Baldwin, Noel G. Faux, Pierrick Bourgeat, Jurgen Fripp, Colin L. Masters, Benjamin Goudey
Natural Language Processing Faculty Publications

Analysis of predictive performance and reliability of classifiers for quality assessment of medical evidence revealed important variation by medical area, Simon Šuster, Timothy Baldwin, Karin Verspoor
Natural Language Processing Faculty Publications

Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP, Xudong Han, Timothy Baldwin, Trevor Cohn
Natural Language Processing Faculty Publications

On the Effectiveness of Images in Multi-modal Text Classification: An Annotation Study, Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin
Machine Learning Faculty Publications

On the Effectiveness of Images in Multi-modal Text Classification: An Annotation Study, Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin
Natural Language Processing Faculty Publications

Predicting Publication of Clinical Trials Using Structured and Unstructured Data: Model Development and Validation Study, Siyang Wang, Simon Šuster, Timothy Baldwin, Karin Verspoor
Natural Language Processing Faculty Publications

Noisy Label Regularisation for Textual Regression, Yuxia Wang, Timothy Baldwin, Karin Verspoor
Natural Language Processing Faculty Publications

Unsupervised Lexical Substitution with Decontextualised Embeddings, Takashi Wada, Timothy Baldwin, Yuji Matsumoto, Jey Han Lau
Timothy Baldwin

Cloze Evaluation for Deeper Understanding of Commonsense Stories in Indonesian, Fajri Koto, Timothy Baldwin, Jey Han Lau
Timothy Baldwin

Can Pretrained Language Models Generate Persuasive, Faithful, and Informative Ad Text for Product Descriptions?, Fajri Koto, Jey Han Lau, Timothy Baldwin
Timothy Baldwin

MultiSpanQA: A Dataset for Multi-Span Question Answering, Haonan Li, Maria Vasardani, Martin Tomko, Timothy Baldwin
Timothy Baldwin

LED down the rabbit hole: Exploring the potential of global attention for biomedical multi-document summarisation, Yulia Otmakhova, Hung Thinh Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor, Jey Han Lau
Timothy Baldwin

CULG: Commercial Universal Language Generation, Haonan Li, Yameng Huang, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin, Nan Duan
Timothy Baldwin

Unsupervised Lexical Substitution with Decontextualised Embeddings, Takashi Wada, Timothy Baldwin, Yuji Matsumoto, Jey Han Lau
Natural Language Processing Faculty Publications

LED down the rabbit hole: Exploring the potential of global attention for biomedical multi-document summarisation, Yulia Otmakhova, Hung Thinh Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor, Jey Han Lau
Natural Language Processing Faculty Publications

MultiSpanQA: A Dataset for Multi-Span Question Answering, Haonan Li, Maria Vasardani, Martin Tomko, Timothy Baldwin
Natural Language Processing Faculty Publications

CULG: Commercial Universal Language Generation, Haonan Li, Yameng Huang, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin, Nan Duan
Natural Language Processing Faculty Publications

NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages, Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Rahmad Mahendra, Fajri Koto, Ade Romadhony, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Pascale Fung, Timothy Baldwin, Jey Han Lau
Timothy Baldwin

Optimising Equal Opportunity Fairness in Model Training, Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann
Timothy Baldwin

Improving negation detection with negation-focused pre-training, Hung Thinh Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor
Timothy Baldwin

Balancing out Bias: Achieving Fairness Through Balanced Training, Xudong Han, Timothy Baldwin, Trevor Cohn
Timothy Baldwin

Towards Equal Opportunity Fairness through Adversarial Learning, Xudong Han, Timothy Baldwin, Trevor Cohn
Timothy Baldwin

fairlib: A Unified Framework for Assessing and Improving Classification Fairness, Xudong Han, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin, Trevor Cohn
Timothy Baldwin

Cloze Evaluation for Deeper Understanding of Commonsense Stories in Indonesian, Fajri Koto, Timothy Baldwin, Jey Han Lau
Natural Language Processing Faculty Publications

Can Pretrained Language Models Generate Persuasive, Faithful, and Informative Ad Text for Product Descriptions?, Fajri Koto, Jey Han Lau, Timothy Baldwin
Natural Language Processing Faculty Publications

What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural text, Biaoyan Fang, Timothy Baldwin, Karin Verspoor
Natural Language Processing Faculty Publications

NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages, Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Rahmad Mahendra, Fajri Koto, Ade Romadhony, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Pascale Fung, Timothy Baldwin, Jey Han Lau
Natural Language Processing Faculty Publications

fairlib: A Unified Framework for Assessing and Improving Classification Fairness, Xudong Han, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin, Trevor Cohn
Natural Language Processing Faculty Publications

Optimising Equal Opportunity Fairness in Model Training, Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann
Natural Language Processing Faculty Publications

Improving negation detection with negation-focused pre-training, Hung Thinh Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor
Natural Language Processing Faculty Publications

Towards Equal Opportunity Fairness through Adversarial Learning, Xudong Han, Timothy Baldwin, Trevor Cohn
Natural Language Processing Faculty Publications

One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia, Alham Fikri Aji, Genta Indra Winata, Fajri Koto, Samuel Cahyawijaya, Ade Romadhony, Rahmad Mahendra, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Timothy Baldwin, Jey Han Lau, Sebastian Ruder
Natural Language Processing Faculty Publications

Balancing out Bias: Achieving Fairness Through Balanced Training, Xudong Han, Timothy Baldwin, Trevor Cohn
Natural Language Processing Faculty Publications