Charles Welch
28 papers · 2016–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (61) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🤝
Dynamic Duo
(16)
🏆
Keyword Champion
(5)
🌈
Renaissance Researcher
(8)
🔥
Unstoppable · Bronze
❓
The Questioner
⚡
Prolific Year · Productive
💎
Century Club · Bronze
🗃️
Keyword Collector
(138)
Venues
Top co-authors
Research topics
Machine Learning
(20)
Natural Language Processing
(18)
Artificial Intelligence
(13)
Core AI
(12)
Core Methods
(12)
Deep Learning
(8)
Applications
(8)
Generation
(8)
Learning Types · Machine Learning
(7)
Resources & Methods
(7)
Interdisciplinary
(4)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Models
(4)
Data Science & Analytics
(2)
Keywords
annotator modeling
(5)
language model
(5)
sentiment analysis
(5)
language modeling
(4)
text classification
(4)
natural language processing
(4)
transfer learning
(2)
large language model
(2)
annotator disagreement
(2)
mental health
(2)
empathy prediction
(2)
social media analysis
(2)
social norm
(2)
authorship attribution
(2)
dialogue system
(2)
dialogue analysis
(2)
response generation
(1)
model evaluation
(1)
personalized generation
(1)
zero-shot learning
(1)
Papers
Examining the Utility of Self-disclosure Types for Modeling Annotators of Social Norms
EACL 2026
Analyzing Interview Questions via Bloom’s Taxonomy to Enhance the Design Thinking Process
ACL 2025
Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives
COLING 2025
McMaster at LeWiDi-2025: Demographic-Aware RoBERTa
EMNLP 2025
NLP-ResTeam at LeWiDi-2025:Performance Shifts in Perspective Aware Models based on Evaluation Metrics
EMNLP 2025
The Practical Impacts of Theoretical Constructs on Empathy Modeling
EMNLP 2025
A Perspectivist Corpus of Numbers in Social Judgements
COLING 2024
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
Corpus Considerations for Annotator Modeling and Scaling
NAACL 2024
Do Multilingual Large Language Models Mitigate Stereotype Bias?
ACL 2024
Harnessing Personalization Methods to Identify and Predict Unreliable Information Spreader Behavior
NAACL 2024
Perspective Taking through Generating Responses to Conflict Situations
ACL 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
Knowledge Enhanced Reflection Generation for Counseling Dialogues
ACL 2022
Leveraging Similar Users for Personalized Language Modeling with Limited Data
ACL 2022
Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy
NAACL 2022
Nearest Neighbor Language Models for Stylistic Controllable Generation
EMNLP 2022
Understanding Interpersonal Conflict Types and their Impact on Perception Classification
EMNLP 2022
Unifying Data Perspectivism and Personalization: An Application to Social Norms
EMNLP 2022
Exploring Self-Identified Counseling Expertise in Online Support Forums
ACL 2021
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
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation
EMNLP 2020
Targeted Sentiment to Understand Student Comments
COLING 2016