Search Results for author: Meladel Mistica

Found 6 papers, 1 papers with code

Information Extraction from Legal Documents: A Study in the Context of Common Law Court Judgements

no code implementations ALTA 2020 Meladel Mistica, Geordie Z. Zhang, Hui Chia, Kabir Manandhar Shrestha, Rohit Kumar Gupta, Saket Khandelwal, Jeannie Paterson, Timothy Baldwin, Daniel Beck

‘Common Law’ judicial systems follow the doctrine of precedent, which means the legal principles articulated in court judgements are binding in subsequent cases in lower courts.

Text Classification

Automatic Resolution of Domain Name Disputes

1 code implementation EMNLP (NLLP) 2021 Wayan Oger Vihikan, Meladel Mistica, Inbar Levy, Andrew Christie, Timothy Baldwin

We introduce the new task of domain name dispute resolution (DNDR), that predicts the outcome of a process for resolving disputes about legal entitlement to a domain name.

Semi-automatic Triage of Requests for Free Legal Assistance

no code implementations EMNLP (NLLP) 2021 Meladel Mistica, Jey Han Lau, Brayden Merrifield, Kate Fazio, Timothy Baldwin

Free legal assistance is critically under-resourced, and many of those who seek legal help have their needs unmet.

Fairness

Evaluating Document Coherence Modelling

no code implementations18 Mar 2021 Aili Shen, Meladel Mistica, Bahar Salehi, Hang Li, Timothy Baldwin, Jianzhong Qi

While pretrained language models ("LM") have driven impressive gains over morpho-syntactic and semantic tasks, their ability to model discourse and pragmatic phenomena is less clear.

Intrusion Detection Pretrained Language Models

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