Veronica Perez-Rosas
30 papers · 2013–2026 · 7 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(18)
Machine Learning
(17)
Core Methods
(12)
Artificial Intelligence
(10)
Applications
(9)
Core AI
(9)
Generation
(9)
Healthcare & Medicine
(7)
Clinical
(7)
Deep Learning
(6)
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(6)
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(4)
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(4)
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(4)
Keywords
text classification
(9)
motivational interviewing
(5)
language modeling
(3)
large language model
(3)
counselor reflection
(3)
text summarization
(2)
utterance classification
(2)
speech analysis
(2)
text extraction
(2)
sentiment analysis
(2)
natural language processing
(2)
dialogue system
(2)
multimodal learning
(2)
language model
(2)
linguistic pattern
(2)
commonsense knowledge
(1)
response generation
(1)
prompt engineering
(1)
margin ranking
(1)
data augmentation
(1)
Papers
Persuasion at Play: Understanding Misinformation Dynamics in Demographic-Aware Human-LLM Interactions
EACL 2026
A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG
NAACL 2025
Examining Spanish Counseling with MIDAS: a Motivational Interviewing Dataset in Spanish
NAACL 2025
Dynamic Reward Adjustment in Multi-Reward Reinforcement Learning for Counselor Reflection Generation
COLING 2024
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models
COLING 2024
Navigating Data Scarcity: Pretraining for Medical Utterance Classification
ACL 2023
Query Rewriting for Effective Misinformation Discovery
IJCNLP 2023
VERVE: Template-based ReflectiVE Rewriting for MotiVational IntErviewing
EMNLP 2023
Knowledge Enhanced Reflection Generation for Counseling Dialogues
ACL 2022
Leveraging Similar Users for Personalized Language Modeling with Limited Data
ACL 2022
PAIR: Prompt-Aware margIn Ranking for Counselor Reflection Scoring in Motivational Interviewing
EMNLP 2022
Evaluating Automatic Speech Recognition Quality and Its Impact on Counselor Utterance Coding
NAACL 2021
Exploring Self-Identified Counseling Expertise in Online Support Forums
ACL 2021
Extractive and Abstractive Explanations for Fact-Checking and Evaluation of News
NAACL 2021
Biased TextRank: Unsupervised Graph-Based Content Extraction
COLING 2020
Compositional Demographic Word Embeddings
EMNLP 2020
Exploring the Value of Personalized Word Embeddings
COLING 2020
Expressive Interviewing: A Conversational System for Coping with COVID-19
EMNLP 2020
UPSTAGE: Unsupervised Context Augmentation for Utterance Classification in Patient-Provider Communication
MLHC 2020
Box of Lies: Multimodal Deception Detection in Dialogues
NAACL 2019
Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)
ACL 2019
What Makes a Good Counselor? Learning to Distinguish between High-quality and Low-quality Counseling Conversations
ACL 2019
Automatic Detection of Fake News
COLING 2018
Identity Deception Detection
IJCNLP 2017
Predicting Counselor Behaviors in Motivational Interviewing Encounters
EACL 2017
Understanding and Predicting Empathic Behavior in Counseling Therapy
ACL 2017
Experiments in Open Domain Deception Detection
EMNLP 2015
Verbal and Nonverbal Clues for Real-life Deception Detection
EMNLP 2015
Cross-cultural Deception Detection
ACL 2014
Utterance-Level Multimodal Sentiment Analysis
ACL 2013