Holle Meding<p>📚 Extracting Citations with LLMs</p><p>At the <a href="https://mastodon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LLM</span></a> for HPSS workshop, <span class="h-card" translate="no"><a href="https://sciences.social/@cmboulanger" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>cmboulanger</span></a></span> David Carreto Fidalgo & Andreas Wagner presented LLaMore: a Python tool for extracting citation data from unstructured legal & humanities texts using <a href="https://mastodon.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LLMs</span></a> </p><p>Unlike GROBID, LLaMore handles complex footnotes and free-form references. Early results with GPT-4o and Llama 3.3 show significantly higher accuracy when benchmarked against a new gold standard TEI-annotated dataset.</p><p><a href="https://mastodon.social/tags/TEI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TEI</span></a> <a href="https://mastodon.social/tags/openscience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>openscience</span></a> <span class="h-card" translate="no"><a href="https://wisskomm.social/@maxplanckgesellschaft" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>maxplanckgesellschaft</span></a></span></p>