| 2026 | EACL | Examining the Utility of Self-disclosure Types for Modeling Annotators of Social Norms. | Kieran Henderson, Kian Omoomi, Vasudha Varadarajan, Allison Lahnala, Charles Welch |
| 2025 | COLING | Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives. | Olufunke Oluyemi Sarumi, Charles Welch, Lucie Flek, Jrg Schltterer |
| 2025 | EMNLP | The Practical Impacts of Theoretical Constructs on Empathy Modeling. | Allison Lahnala, Charles Welch, David Jurgens, Lucie Flek |
| 2024 | ACL | Perspective Taking through Generating Responses to Conflict Situations. | Joan Plepi, Charles Welch, Lucie Flek |
| 2024 | COLING | Appraisal Framework for Clinical Empathy: A Novel Application to Breaking Bad News Conversations. | Allison Claire Lahnala, Bla Neuendorf, Alexander Thomin, Charles Welch, Tina Stibane, Lucie Flek |
| 2024 | NAACL | Corpus Considerations for Annotator Modeling and Scaling. | Olufunke Oluyemi Sarumi, Bla Neuendorf, Joan Plepi, Lucie Flek, Jrg Schltterer, Charles Welch |
| 2023 | RANLP | Challenges of GPT-3-Based Conversational Agents for Healthcare. | Fabian Lechner, Allison Lahnala, Charles Welch, Lucie Flek |
| 2022 | ACL | Knowledge Enhanced Reflection Generation for Counseling Dialogues. | Siqi Shen, Vernica Prez-Rosas, Charles Welch, Soujanya Poria, Rada Mihalcea |
| 2022 | ACL | Leveraging Similar Users for Personalized Language Modeling with Limited Data. | Charles Welch, Chenxi Gu, Jonathan K. Kummerfeld, Vernica Prez-Rosas, Rada Mihalcea |
| 2022 | EMNLP | A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing. | Allison Lahnala, Charles Welch, David Jurgens, Lucie Flek |
| 2022 | EMNLP | Unifying Data Perspectivism and Personalization: An Application to Social Norms. | Joan Plepi, Bla Neuendorf, Lucie Flek, Charles Welch |
| 2022 | NAACL | Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy. | Allison Lahnala, Charles Welch, Bla Neuendorf, Lucie Flek |
| 2022 | WWW | UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing. | Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang |
| 2021 | ACL | Exploring Self-Identified Counseling Expertise in Online Support Forums. | Allison Lahnala, Yuntian Zhao, Charles Welch, Jonathan K. Kummerfeld, Lawrence C. An, Kenneth Resnicow, Rada Mihalcea, Vernica Prez-Rosas |
| 2020 | COLING | Exploring the Value of Personalized Word Embeddings. | Charles Welch, Jonathan K. Kummerfeld, Vernica Prez-Rosas, Rada Mihalcea |
| 2020 | EMNLP | Compositional Demographic Word Embeddings. | Charles Welch, Jonathan K. Kummerfeld, Vernica Prez-Rosas, Rada Mihalcea |
| 2020 | EMNLP | Expressive Interviewing: A Conversational System for Coping with COVID-19. | Charles Welch, Allison Lahnala, Vernica Prez-Rosas, Siqi Shen, Sarah Seraj, Larry An, Kenneth Resnicow, James W. Pennebaker, Rada Mihalcea |
| 2020 | EMNLP | Improving Low Compute Language Modeling with In-Domain Embedding Initialisation. | Charles Welch, Rada Mihalcea, Jonathan K. Kummerfeld |
| 2020 | SIGdial | Counseling-Style Reflection Generation Using Generative Pretrained Transformers with Augmented Context. | Siqi Shen, Charles Welch, Rada Mihalcea, Vernica Prez-Rosas |
| 2019 | CICLING | Look Who's Talking: Inferring Speaker Attributes from Personal Longitudinal Dialog. | Charles Welch, Vernica Prez-Rosas, Jonathan K. Kummerfeld, Rada Mihalcea |
| 2018 | LREC | World Knowledge for Abstract Meaning Representation Parsing. | Charles Welch, Jonathan K. Kummerfeld, Song Feng, Rada Mihalcea |
| 2016 | COLING | Targeted Sentiment to Understand Student Comments. | Charles Welch, Rada Mihalcea |
| 2015 | AAAI | What Women Want: Analyzing Research Publications to Understand Gender Preferences in Computer Science. | Rada Mihalcea, Charles Welch |
| 2013 | ANT | An Efficient Algorithm for Finding Large Localizable Regions in Wireless Sensor Networks. | Saroja Kanchi, Charles Welch |