Matthew Wilkens
6 papers · 2023–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core AI
(4)
Machine Learning
(2)
Core Methods
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Understanding
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Applications
(1)
Architectures
(1)
Digital Humanities
(1)
Learning Types
(1)
Science
(1)
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, Didn’t Model: Decomposing LLM Long Context Understanding With Novels
EACL 2026
A City of Millions: Mapping Literary Social Networks At Scale
NAACL 2025
Disentangling language change: sparse autoencoders quantify the semantic evolution of indigeneity in French
NAACL 2025
Grounding Characters and Places in Narrative Text
ACL 2023
Modeling Legal Reasoning: LM Annotation at the Edge of Human Agreement
EMNLP 2023