Charles Welch

Charles Welch

University of Michigan

H-index: 11

North America-United States

About Charles Welch

Charles Welch, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at University of Michigan, specializes in the field of Natural Language Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Corpus Considerations for Annotator Modeling and Scaling

Archetypes and Entropy: Theory-Driven Extraction of Evidence for Suicide Risk

Style Locality for Controllable Generation with kNN Language Models

Challenges of GPT-3-based Conversational Agents for Healthcare

Expressive Interviewing Agents to Support Health-Related Behavior Change: Randomized Controlled Study of COVID-19 Behaviors

Domain Transfer for Empathy, Distress, and Personality Prediction

A critical reflection and forward perspective on empathy and natural language processing

Nearest neighbor language models for stylistic controllable generation

Charles Welch Information

University

Position

___

Citations(all)

264

Citations(since 2020)

256

Cited By

38

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Charles Welch Skills & Research Interests

Natural Language Processing

Top articles of Charles Welch

Corpus Considerations for Annotator Modeling and Scaling

arXiv preprint arXiv:2404.02340

2024/4/2

Archetypes and Entropy: Theory-Driven Extraction of Evidence for Suicide Risk

2024

Style Locality for Controllable Generation with kNN Language Models

arXiv preprint arXiv:2311.00475

2023/11/1

Charles Welch
Charles Welch

H-Index: 4

Challenges of GPT-3-based Conversational Agents for Healthcare

arXiv preprint arXiv:2308.14641

2023/8/28

Charles Welch
Charles Welch

H-Index: 4

Expressive Interviewing Agents to Support Health-Related Behavior Change: Randomized Controlled Study of COVID-19 Behaviors

JMIR formative research

2023/8/1

Ian Stewart
Ian Stewart

H-Index: 34

Charles Welch
Charles Welch

H-Index: 4

Domain Transfer for Empathy, Distress, and Personality Prediction

2023/7

Charles Welch
Charles Welch

H-Index: 4

A critical reflection and forward perspective on empathy and natural language processing

2022/10/29

Charles Welch
Charles Welch

H-Index: 4

David Jurgens
David Jurgens

H-Index: 27

Nearest neighbor language models for stylistic controllable generation

arXiv preprint arXiv:2210.15762

2022/10/27

Charles Welch
Charles Welch

H-Index: 4

Unifying data perspectivism and personalization: An application to social norms

arXiv preprint arXiv:2210.14531

2022/10/26

Joan Plepi
Joan Plepi

H-Index: 0

Charles Welch
Charles Welch

H-Index: 4

Understanding interpersonal conflict types and their impact on perception classification

arXiv preprint arXiv:2208.08758

2022/8/18

Charles Welch
Charles Welch

H-Index: 4

Joan Plepi
Joan Plepi

H-Index: 0

Mitigating toxic degeneration with empathetic data: Exploring the relationship between toxicity and empathy

arXiv preprint arXiv:2205.07233

2022/5/15

Charles Welch
Charles Welch

H-Index: 4

Leveraging similar users for personalized language modeling with limited data

2022

Charles Welch
Charles Welch

H-Index: 4

Knowledge enhanced reflection generation for counseling dialogues

2022/5

CAISA at WASSA 2022: Adapter-tuning for empathy prediction

2022/5

Charles Welch
Charles Welch

H-Index: 4

Usernlp’22: 2022 international workshop on user-centered natural language processing

2022/4/25

Handbook of language analysis in psychology

2022/3/2

Modeling Proficiency with Implicit User Representations

arXiv preprint arXiv:2110.08011

2021/10/15

Charles Welch
Charles Welch

H-Index: 4

Martin Potthast
Martin Potthast

H-Index: 36

Exploring self-identified counseling expertise in online support forums

2021/6/24

Leveraging Longitudinal Data for Personalized Prediction and Word Representations

2021

Charles Welch
Charles Welch

H-Index: 4

Exploring the value of personalized word embeddings

2020/11/11

Charles Welch
Charles Welch

H-Index: 4

Jonathan K Kummerfeld
Jonathan K Kummerfeld

H-Index: 16

See List of Professors in Charles Welch University(University of Michigan)

Co-Authors

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