Dr. Charles Welch

Profil

Derzeitige StellungPost Doc
FachgebietInteraktive und intelligente Systeme, Bild- und Sprachverarbeitung, Computergraphik und Visualisierung
Keywordsartificial intelligence, natural language processing, language modeling, personalization, dialogue systems

Aktuelle Kontaktadresse

LandUSA
OrtAnn Arbor
Universität/InstitutionUniversity of Michigan
Institut/AbteilungDepartment of Electrical Engineering and Computer Science

Gastgeber*innen während der Förderung

Prof. Dr. Lucie FlekFachbereich 12: Mathematik und Informatik, Philipps-Universität Marburg, Marburg
Beginn der ersten Förderung01.05.2022

Programm(e)

2021Humboldt-Forschungsstipendien-Programm für Postdocs

Publikationen (Auswahl)

2021Allison 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,
2020Charles F Welch and Jonathan K. Kummerfeld and Verónica Pérez-Rosas and Rada Mihalcea: Compositional Demographic Word Embeddings. In: ArXiv, abs/2010.02986, 2020,
2020Siqi 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.
2020Charles 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,
2020Charles 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,
2020Charles F Welch and Rada Mihalcea and Jonathan K. Kummerfeld: Improving Low Compute Language Modeling with In-Domain Embedding Initialisation. EMNLP. 2020.
2019Charles 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
2019Charles 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,
2018Charles F Welch and Jonathan K. Kummerfeld and Song Feng and Rada Mihalcea: World Knowledge for Abstract Meaning Representation Parsing. LREC. 2018.
2016Charles F Welch and Rada Mihalcea: Targeted Sentiment Analysis: Identifying Student Sentiment Toward Courses and Instructors. . 2016.
2016Charles F Welch and Rada Mihalcea: Targeted Sentiment to Understand Student Comments. COLING. 2016.
2013Saroja P. Kanchi and Charles F Welch: An Efficient Algorithm for Finding Large Localizable Regions in Wireless Sensor Networks. ANT/SEIT. 2013.