Maria Antoniak
15 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (36) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Keyword Collector
(93)
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Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
(2)
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Century Club · Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(11)
Natural Language Processing
(11)
Applications
(10)
Core AI
(10)
Machine Learning
(9)
Interdisciplinary
(6)
Core Methods
(4)
Application Areas
(3)
Learning Types
(3)
Resources & Methods
(3)
Social
(3)
Deep Learning
(2)
Linguistics
(2)
Understanding
(2)
Computer Vision
(1)
Keywords
large language model
(4)
text classification
(3)
narrative analysis
(3)
llm evaluation
(2)
social media
(2)
social media analysis
(2)
corpus analysis
(2)
digital humanities
(2)
named entity recognition
(2)
human-computer interaction
(1)
text understanding
(1)
text generation
(1)
literary analysis
(1)
supervised classification
(1)
news analysis
(1)
topic modeling
(1)
language model
(1)
benchmark dataset
(1)
vision-language model
(1)
multimodal learning
(1)
Papers
Social Story Frames: Contextual Reasoning about Narrative Intent and Reception
ACL 2026
CulturalBench: A Robust, Diverse and Challenging Benchmark for Measuring LMs’ Cultural Knowledge Through Human-AI Red-Teaming
ACL 2025
Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models
NAACL 2025
Multi-Modal Framing Analysis of News
EMNLP 2025
Research Borderlands: Analysing Writing Across Research Cultures
ACL 2025
so much depends / upon / a whitespace: Why Whitespace Matters for Poets and LLMs
EMNLP 2025
Personalized Jargon Identification for Enhanced Interdisciplinary Communication
NAACL 2024
Sonnet or Not, Bot? Poetry Evaluation for Large Models and Datasets
EMNLP 2024
The Empirical Variability of Narrative Perceptions of Social Media Texts
EMNLP 2024
Where Do People Tell Stories Online? Story Detection Across Online Communities
ACL 2024
Riveter: Measuring Power and Social Dynamics Between Entities
ACL 2023
Heroes, Villains, and Victims, and GPT-3: Automated Extraction of Character Roles Without Training Data
NAACL 2022
Narrative Datasets through the Lenses of NLP and HCI
NAACL 2022
Bad Seeds: Evaluating Lexical Methods for Bias Measurement
ACL 2021
‘Tecnologica cosa’: Modeling Storyteller Personalities in Boccaccio’s ‘Decameron’
EMNLP 2021