Charles Welch

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 39

Top Topics

Conversational Agents

Top Venues

Publications

Joan Plepi, Charles Welch, Lucie Flek
Perspective Taking through Generating Responses to Conflict Situations. ACL (Findings) (2024)
Olufunke Oluyemi Sarumi, Béla Neuendorf, Joan Plepi, Lucie Flek, Jörg Schlötterer, Charles Welch
Corpus Considerations for Annotator Modeling and Scaling. CoRR (2024)
Shangrui Nie, Michael Fromm, Charles Welch, Rebekka Görge, Akbar Karimi, Joan Plepi, Nazia Afsan Mowmita, Nicolas Flores-Herr, Mehdi Ali, Lucie Flek
Do Multilingual Large Language Models Mitigate Stereotype Bias? CoRR (2024)
Olufunke Oluyemi Sarumi, Béla Neuendorf, Joan Plepi, Lucie Flek, Jörg Schlötterer, Charles Welch
Corpus Considerations for Annotator Modeling and Scaling. NAACL-HLT (2024)
Allison Claire Lahnala, Béla Neuendorf, Alexander Thomin, Charles Welch, Tina Stibane, Lucie Flek
Appraisal Framework for Clinical Empathy: A Novel Application to Breaking Bad News Conversations. LREC/COLING (2024)
Fabian Lechner, Allison Lahnala, Charles Welch, Lucie Flek
Challenges of GPT-3-Based Conversational Agents for Healthcare. RANLP (2023)
Fabian Lechner, Allison Lahnala, Charles Welch, Lucie Flek
Challenges of GPT-3-based Conversational Agents for Healthcare. CoRR (2023)
Gilles Nawezi, Lucie Flek, Charles Welch
Style Locality for Controllable Generation with kNN Language Models. CoRR (2023)
Fabio Gruschka, Allison Lahnala, Charles Welch, Lucie Flek
Domain Transfer for Empathy, Distress, and Personality Prediction. WASSA@ACL (2023)
Allison Lahnala, Charles Welch, David Jurgens, Lucie Flek
A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing. CoRR (2022)
Allison Lahnala, Charles Welch, Béla Neuendorf, Lucie Flek
Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy. CoRR (2022)
Allison Lahnala, Charles Welch, Lucie Flek
CAISA at WASSA 2022: Adapter-Tuning for Empathy Prediction. WASSA@ACL (2022)
Allison Lahnala, Charles Welch, David Jurgens, Lucie Flek
A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing. EMNLP (Findings) (2022)
Joan Plepi, Béla Neuendorf, Lucie Flek, Charles Welch
Unifying Data Perspectivism and Personalization: An Application to Social Norms. EMNLP (2022)
Siqi Shen, Verónica Pérez-Rosas, Charles Welch, Soujanya Poria, Rada Mihalcea
Knowledge Enhanced Reflection Generation for Counseling Dialogues. ACL (1) (2022)
Severino Trotta, Lucie Flek, Charles Welch
Nearest Neighbor Language Models for Stylistic Controllable Generation. CoRR (2022)
Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang
UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing. WWW (Companion Volume) (2022)
Charles Welch, Chenxi Gu, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea
Leveraging Similar Users for Personalized Language Modeling with Limited Data. ACL (1) (2022)
Joan Plepi, Béla Neuendorf, Lucie Flek, Charles Welch
Unifying Data Perspectivism and Personalization: An Application to Social Norms. CoRR (2022)
Charles Welch, Joan Plepi, Béla Neuendorf, Lucie Flek
Understanding Interpersonal Conflict Types and their Impact on Perception Classification. CoRR (2022)
Allison Lahnala, Charles Welch, Béla Neuendorf, Lucie Flek
Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy. NAACL-HLT (2022)
Kim Breitwieser, Allison Lahnala, Charles Welch, Lucie Flek, Martin Potthast
Modeling Proficiency with Implicit User Representations. CoRR (2021)
Allison Lahnala, Yuntian Zhao, Charles Welch, Jonathan K. Kummerfeld, Lawrence C. An, Kenneth Resnicow, Rada Mihalcea, Verónica Pérez-Rosas
Exploring Self-Identified Counseling Expertise in Online Support Forums. ACL/IJCNLP (Findings) (2021)
Allison Lahnala, Yuntian Zhao, Charles Welch, Jonathan K. Kummerfeld, Lawrence C. An, Kenneth Resnicow, Rada Mihalcea, Verónica Pérez-Rosas
Exploring Self-Identified Counseling Expertise in Online Support Forums. CoRR (2021)
Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea
Exploring the Value of Personalized Word Embeddings. COLING (2020)
Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea
Compositional Demographic Word Embeddings. CoRR (2020)
Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea
Exploring the Value of Personalized Word Embeddings. CoRR (2020)
Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea
Compositional Demographic Word Embeddings. EMNLP (1) (2020)
Charles Welch, Rada Mihalcea, Jonathan K. Kummerfeld
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation. CoRR (2020)
Charles Welch, Rada Mihalcea, Jonathan K. Kummerfeld
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation. EMNLP (1) (2020)
Charles Welch, Allison Lahnala, Verónica Pérez-Rosas, Siqi Shen, Sarah Seraj, Larry An, Kenneth Resnicow, James W. Pennebaker, Rada Mihalcea
Expressive Interviewing: A Conversational System for Coping with COVID-19. NLP4COVID@EMNLP (2020)
Siqi Shen, Charles Welch, Rada Mihalcea, Verónica Pérez-Rosas
Counseling-Style Reflection Generation Using Generative Pretrained Transformers with Augmented Context. SIGdial (2020)
Charles Welch, Allison Lahnala, Verónica Pérez-Rosas, Siqi Shen, Sarah Seraj, Larry An, Kenneth Resnicow, James W. Pennebaker, Rada Mihalcea
Expressive Interviewing: A Conversational System for Coping with COVID-19. CoRR (2020)
Charles Welch, Verónica Pérez-Rosas, Jonathan K. Kummerfeld, Rada Mihalcea, Erik Cambria
Learning From Personal Longitudinal Dialog Data. IEEE Intell. Syst. 34 (4) (2019)
Charles Welch, Verónica Pérez-Rosas, Jonathan K. Kummerfeld, Rada Mihalcea
Look Who's Talking: Inferring Speaker Attributes from Personal Longitudinal Dialog. CoRR (2019)
Charles Welch, Verónica Pérez-Rosas, Jonathan K. Kummerfeld, Rada Mihalcea
Look Who's Talking: Inferring Speaker Attributes from Personal Longitudinal Dialog. CICLing (2) (2019)
Charles Welch, Jonathan K. Kummerfeld, Song Feng, Rada Mihalcea
World Knowledge for Abstract Meaning Representation Parsing. LREC (2018)
Laura Wendlandt, Steve Wilson, Oana Ignat, Charles Welch, Li Zhang, Mingzhe Wang, Jia Deng, Rada Mihalcea
Entity and Event Extraction from Scratch Using Minimal Training Data. TAC (2018)
Charles Welch, Rada Mihalcea
Targeted Sentiment to Understand Student Comments. COLING (2016)
Rada Mihalcea, Charles Welch
What Women Want: Analyzing Research Publications to Understand Gender Preferences in Computer Science. AAAI Workshop: Scholarly Big Data (2015)
Saroja Kanchi, Charles Welch
An Efficient Algorithm for Finding Large Localizable Regions in Wireless Sensor Networks. ANT/SEIT (2013)