Dr. Charles Welch

Profile

Academic position	Post Doc
Research fields	Interactive and Intelligent Systems, Image and Language Processing, Computer Graphics and Visualisation
Keywords	artificial intelligence, natural language processing, language modeling, personalization, dialogue systems

Current contact address

Country	United States of America
City	Ann Arbor
Institution	University of Michigan
Institute	Department of Electrical Engineering and Computer Science

Host during sponsorship

Prof. Dr. Lucie Flek	Fachbereich 12: Mathematik und Informatik, Philipps-Universität Marburg, Marburg
Start of initial sponsorship	01/05/2022

Program(s)

2021	Humboldt Research Fellowship Programme for Postdocs

Publications (partial selection)

2021	Allison Lahnala and Yuntian Zhao and Charles F Welch and Jonathan K. Kummerfeld and Lawrence An and Kenneth Resnicow and Rada Mihalcea and Verónica Pérez-Rosas: Exploring Self-Identified Counseling Expertise in Online Support Forums. In: ArXiv, abs/2106.12976, 2021,
2020	Charles F Welch and Jonathan K. Kummerfeld and Verónica Pérez-Rosas and Rada Mihalcea: Compositional Demographic Word Embeddings. In: ArXiv, abs/2010.02986, 2020,
2020	Siqi Shen and Charles F Welch and Rada Mihalcea and Verónica Pérez-Rosas: Counseling-Style Reflection Generation Using Generative Pretrained Transformers with Augmented Context. SIGDIAL. SIGDIAL, 2020.
2020	Charles F Welch and Jonathan K. Kummerfeld and Verónica Pérez-Rosas and Rada Mihalcea: Exploring the Value of Personalized Word Embeddings. In: ArXiv, abs/2011.06057, 2020,
2020	Charles F Welch and Allison Lahnala and Verónica Pérez-Rosas and Siqi Shen and Sarah Seraj and Lawrence An and Kenneth Resnicow and James W. Pennebaker and Rada Mihalcea: Expressive Interviewing: A Conversational System for Coping with COVID-19. In: ArXiv, abs/2007.03819, 2020,
2020	Charles F Welch and Rada Mihalcea and Jonathan K. Kummerfeld: Improving Low Compute Language Modeling with In-Domain Embedding Initialisation. EMNLP. 2020.
2019	Charles F Welch and Verónica Pérez-Rosas and Jonathan K. Kummerfeld and Rada Mihalcea and E. Cambria: Learning From Personal Longitudinal Dialog Data. In: IEEE Intelligent Systems, 34, 2019, 16-23
2019	Charles F Welch and Verónica Pérez-Rosas and Jonathan K. Kummerfeld and Rada Mihalcea: Look Who's Talking: Inferring Speaker Attributes from Personal Longitudinal Dialog. In: ArXiv, abs/1904.11610, 2019,
2018	Charles F Welch and Jonathan K. Kummerfeld and Song Feng and Rada Mihalcea: World Knowledge for Abstract Meaning Representation Parsing. LREC. 2018.
2016	Charles F Welch and Rada Mihalcea: Targeted Sentiment Analysis: Identifying Student Sentiment Toward Courses and Instructors. . 2016.
2016	Charles F Welch and Rada Mihalcea: Targeted Sentiment to Understand Student Comments. COLING. 2016.
2013	Saroja P. Kanchi and Charles F Welch: An Efficient Algorithm for Finding Large Localizable Regions in Wireless Sensor Networks. ANT/SEIT. 2013.