Annotation and detection of arguments in tweets

R Schaefer, M Stede - Proceedings of the 7th Workshop on …, 2020 - aclanthology.org
Notwithstanding the increasing role Twitter plays in modern political and social discourse,
resources built for conducting argument mining on tweets remain limited. In this paper, we …

Detecting and filtering rumor in social media using news media event

N Kandasamy, K Murugasamy - Concurrency and Computation …, 2021 - Wiley Online Library
In social media platform, many users post messages to express their interests and
preferences daily. Because of its fast and easy access abundant people follow news events …

[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 …

Argument parsing via corpus queries

N Dykes, S Evert, M Göttlinger, P Heinrich… - it-Information …, 2021 - degruyter.com
We present an approach to extracting arguments from social media, exemplified by a case
study on a large corpus of Twitter messages collected under the# Brexit hashtag during the …

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 …