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LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation


Sep 19, 2022
Yulia Otmakhova, Hung Thinh Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor, Jey Han Lau

* SDP Workshop at COLING 2022 

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Unsupervised Lexical Substitution with Decontextualised Embeddings


Sep 17, 2022
Takashi Wada, Timothy Baldwin, Yuji Matsumoto, Jey Han Lau

* 14 pages, accepted for COLING 2022 

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NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages


May 31, 2022
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, Rico Sennrich, Sebastian Ruder

* Preprint 

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Improving negation detection with negation-focused pre-training


May 09, 2022
Thinh Hung Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor


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Optimising Equal Opportunity Fairness in Model Training


May 05, 2022
Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann

* Accepted to NAACL 2022 main conference 

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fairlib: A Unified Framework for Assessing and Improving Classification Fairness


May 04, 2022
Xudong Han, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin, Trevor Cohn

* pre-print, 9 pages 

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One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia


Mar 24, 2022
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

* Accepted in ACL 2022 

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Towards Equal Opportunity Fairness through Adversarial Learning


Mar 12, 2022
Xudong Han, Timothy Baldwin, Trevor Cohn

* 8 pages, 3 figures 

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ITTC @ TREC 2021 Clinical Trials Track


Feb 16, 2022
Thinh Hung Truong, Yulia Otmakhova, Rahmad Mahendra, Timothy Baldwin, Jey Han Lau, Trevor Cohn, Lawrence Cavedon, Damiano Spina, Karin Verspoor

* 7 pages 

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Contrastive Learning for Fair Representations


Sep 22, 2021
Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann


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