Part of the Physical Sciences and Mathematics Commons

Works by Trevor Cohn in Physical Sciences and Mathematics

2023

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

PDF

2022

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

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

PDF

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

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

PDF

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

2021

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