Allison Lahnala
14 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Keyword Champion
(2)
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(10)
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(5)
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Century Club Β· Bronze
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Research topics
Natural Language Processing
(10)
Applications
(8)
Machine Learning
(7)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Healthcare & Medicine
(3)
Clinical
(3)
Interdisciplinary
(2)
Core Methods
(2)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Social
(2)
Keywords
sentiment analysis
(4)
natural language processing
(4)
text classification
(3)
dialogue analysis
(2)
transfer learning
(2)
empathy prediction
(2)
large language model
(2)
clinical text analysis
(2)
mental health
(2)
emotion detection
(1)
language model
(1)
semantic embedding
(1)
pearson correlation
(1)
adapter tuning
(1)
model evaluation
(1)
annotator modeling
(1)
dialogue system
(1)
text regression
(1)
multi-layer perceptron
(1)
social norm
(1)
Papers
Examining the Utility of Self-disclosure Types for Modeling Annotators of Social Norms
EACL 2026
McMaster NLP at SemEval-2026 Task 2: A Lightweight Multi-Feature System for Predicting Emotional Valence and Arousal over Time
SemEval 2026
Linking Language-based Distortion Detection to Mental Health Outcomes
NAACL 2025
The Illusion of Empathy: How AI Chatbots Shape Conversation Perception
AAAI 2025
The Practical Impacts of Theoretical Constructs on Empathy Modeling
EMNLP 2025
Appraisal Framework for Clinical Empathy: A Novel Application to Breaking Bad News Conversations
COLING 2024
Archetypes and Entropy: Theory-Driven Extraction of Evidence for Suicide Risk
EACL 2024
LeadEmpathy: An Expert Annotated German Dataset of Empathy in Written Leadership Communication
COLING 2024
Domain Transfer for Empathy, Distress, and Personality Prediction
ACL 2023
A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing
EMNLP 2022
CAISA at WASSA 2022: Adapter-Tuning for Empathy Prediction
ACL 2022
Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy
NAACL 2022
Exploring Self-Identified Counseling Expertise in Online Support Forums
ACL 2021
Expressive Interviewing: A Conversational System for Coping with COVID-19
EMNLP 2020