[PDF][PDF] Finding Argument Fragments on Social Media with Corpus Queries and LLMs

N Dykes, S Evert, P Heinrich, M Humml… - … on Advances in …, 2024 - library.oapen.org
We are concerned with extracting argumentative fragments from social media, exemplified
with a case study on a large corpus of English tweets about the UK Brexit referendum in …

Leveraging High-Precision Corpus Queries for Text Classification via Large Language Models

N Dykes, S Evert, P Heinrich, M Humml… - Proceedings of the …, 2024 - aclanthology.org
We use query results from manually designed corpus queries for fine-tuning an LLM to
identify argumentative fragments as a text mining task. The resulting model outperforms both …