Mark Finlayson
20 papers · 2010–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (28) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(2)
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Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
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The Questioner
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Century Club Β· Bronze
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Keyword Collector
(84)
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Research topics
Machine Learning
(11)
Natural Language Processing
(10)
Core Methods
(10)
Applications Β· Natural Language Processing
(7)
Artificial Intelligence
(5)
Understanding
(5)
Learning Types
(4)
Core AI
(3)
Computer Science
(2)
Interdisciplinary
(2)
Applications Β· Computer Science
(2)
Learning Paradigms
(2)
Deep Learning
(1)
Application Areas
(1)
Generation
(1)
Keywords
text classification
(6)
discourse analysis
(3)
event coreference
(2)
timeline extraction
(2)
narrative understanding
(2)
coreference resolution
(2)
character identification
(2)
supervised machine learning
(2)
news understanding
(2)
temporal reasoning
(2)
text mining
(2)
large language model
(2)
cultural analysis
(2)
multi-label classification
(1)
text summarization
(1)
emotion recognition
(1)
semantic parsing
(1)
sentiment analysis
(1)
zero-shot learning
(1)
affective computing
(1)
Papers
COGNAC at SemEval-2026 Task 4: Evaluating Narrative Components with LLMs for Hard Story Similarity Cases
SemEval 2026
COGNAC at SemEval-2025 Task 10: Multi-level Narrative Classification with Summarization and Hierarchical Prompting
SemEval 2025
Discovering Implicit Meanings of Cultural Motifs from Text
NAACL 2024
GOLEM: GOld Standard for Learning and Evaluation of Motifs
COLING 2024
pyTLEX: A Python Library for TimeLine EXtraction
EACL 2024
jTLEX: a Java Library for TimeLine EXtraction
EACL 2023
Hell Hath No Fury? Correcting Bias in the NRC Emotion Lexicon
ACL 2021
Inducing Stereotypical Character Roles from Plot Structure
EMNLP 2021
A Straightforward Approach to Narratologically Grounded Character Identification
COLING 2020
Distinguishing Between Foreground and Background Events in News
COLING 2020
Improving the Identification of the Discourse Function of News Article Paragraphs
ACL 2020
New Insights into Cross-Document Event Coreference: Systematic Comparison and a Simplified Approach
ACL 2020
Systematic Evaluation of a Framework for Unsupervised Emotion Recognition for Narrative Text
ACL 2020
Character Identification Refined: A Proposal
NAACL 2019
Detecting Subevents using Discourse and Narrative Features
ACL 2019
A New Approach to Animacy Detection
COLING 2018
Identifying the Discourse Function of News Article Paragraphs
COLING 2018
A Simpler and More Generalizable Story Detector using Verb and Character Features
EMNLP 2017
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations
NAACL 2016
The Prevalence of Descriptive Referring Expressions in News and Narrative
ACL 2010