Matthew Wilkens
6 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
EACL (2)
NAACL (2)
ACL (1)
EMNLP (1)
Top co-authors
Research topics
Keywords
language model
(3)
narrative understanding
(2)
relation extraction
(1)
named entity recognition
(1)
coreference resolution
(1)
llm evaluation
(1)
historical linguistics
(1)
document classification
(1)
knowledge graph
(1)
context length
(1)
sparse autoencoder
(1)
human annotation
(1)
long-context understanding
(1)
diachronic analysis
(1)
language model prompting
(1)
legal reasoning
(1)
novel analysis
(1)
semantic change
(1)
spatial relationship
(1)
literary text
(1)
Papers
NarraBench: A Comprehensive Framework for Narrative Benchmarking
EACL 2026
Too Long, Didnβt Model: Decomposing LLM Long Context Understanding With Novels
EACL 2026
Disentangling language change: sparse autoencoders quantify the semantic evolution of indigeneity in French
NAACL 2025
A City of Millions: Mapping Literary Social Networks At Scale
NAACL 2025
Grounding Characters and Places in Narrative Text
ACL 2023
Modeling Legal Reasoning: LM Annotation at the Edge of Human Agreement
EMNLP 2023