Cheap Learning: Maximising Performance of Language Models for Social Data Science Using Minimal Data

L Castro-Gonzalez, YL Chung, HR Kirk… - arXiv preprint arXiv …, 2024 - arxiv.org
The field of machine learning has recently made significant progress in reducing the
requirements for labelled training data when building new models. Thesecheaper'learning …

Who is driving the conversation? Analysing the nodality of British MPs and journalists on Twitter

L Castro-Gonzalez, S Chakraborty, H Margetts… - arXiv preprint arXiv …, 2024 - arxiv.org
Who sets the policy agenda? Much political science research has been dedicated to
investigating the influences at work in policy processes. This paper looks at the actors …

OpBerg: Discovering causal sentences using optimal alignments

J Wood, N Matiasz, A Silva, W Hsu, A Abyzov… - … Conference on Big Data …, 2022 - Springer
The biological literature is rich with sentences that describe causal relations. Methods that
automatically extract such sentences can help biologists to synthesize the literature and …

[图书][B] Knowledge discovery from biomedical and scientific text

J Wood - 2022 - search.proquest.com
The world is overflowing with text. This ever-growing resource has the ability to capture
thoughts, ideas, and understandings. One example is the scientific research paper which …