Charles Welch

According to our database, Charles Welch authored at least 31 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Do Multilingual Large Language Models Mitigate Stereotype Bias?

Shangrui Nie, Michael Fromm, Charles Welch, Rebekka Görge, Akbar Karimi, Joan Plepi, Nazia Afsan Mowmita, Nicolas Flores-Herr, Mehdi Ali, Lucie Flek

CoRR, 2024

Corpus Considerations for Annotator Modeling and Scaling.

Olufunke Oluyemi Sarumi, Béla Neuendorf, Joan Plepi, Lucie Flek, Jörg Schlötterer, Charles Welch

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Appraisal Framework for Clinical Empathy: A Novel Application to Breaking Bad News Conversations.

Allison Claire Lahnala, Béla Neuendorf, Alexander Thomin, Charles Welch, Tina Stibane, Lucie Flek

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Perspective Taking through Generating Responses to Conflict Situations.

Joan Plepi, Charles Welch, Lucie Flek

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Style Locality for Controllable Generation with kNN Language Models.

Gilles Nawezi, Lucie Flek, Charles Welch

CoRR, 2023

Domain Transfer for Empathy, Distress, and Personality Prediction.

Fabio Gruschka, Allison Lahnala, Charles Welch, Lucie Flek

Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, 2023

Challenges of GPT-3-Based Conversational Agents for Healthcare.

Fabian Lechner, Allison Lahnala, Charles Welch, Lucie Flek

Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

2022

Nearest Neighbor Language Models for Stylistic Controllable Generation.

Severino Trotta, Lucie Flek, Charles Welch

CoRR, 2022

Understanding Interpersonal Conflict Types and their Impact on Perception Classification.

Charles Welch, Joan Plepi, Béla Neuendorf, Lucie Flek

CoRR, 2022

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

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

CAISA at WASSA 2022: Adapter-Tuning for Empathy Prediction.

Allison Lahnala, Charles Welch, Lucie Flek

Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, 2022

Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy.

Allison Lahnala, Charles Welch, Béla Neuendorf, Lucie Flek

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Unifying Data Perspectivism and Personalization: An Application to Social Norms.

Joan Plepi, Béla Neuendorf, Lucie Flek, Charles Welch

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing.

Allison Lahnala, Charles Welch, David Jurgens, Lucie Flek

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Leveraging Similar Users for Personalized Language Modeling with Limited Data.

Charles Welch, Chenxi Gu, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Knowledge Enhanced Reflection Generation for Counseling Dialogues.

Siqi Shen, Verónica Pérez-Rosas, Charles Welch, Soujanya Poria, Rada Mihalcea

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Leveraging Longitudinal Data for Personalized Prediction and Word Representations.

Charles Welch

PhD thesis, 2021

Modeling Proficiency with Implicit User Representations.

Kim Breitwieser, Allison Lahnala, Charles Welch, Lucie Flek, Martin Potthast

CoRR, 2021

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, Verónica Pérez-Rosas

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Counseling-Style Reflection Generation Using Generative Pretrained Transformers with Augmented Context.

Siqi Shen, Charles Welch, Rada Mihalcea, Verónica Pérez-Rosas

Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2020

Improving Low Compute Language Modeling with In-Domain Embedding Initialisation.

Charles Welch, Rada Mihalcea, Jonathan K. Kummerfeld

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Expressive Interviewing: A Conversational System for Coping with COVID-19.

Charles Welch, Allison Lahnala, Verónica Pérez-Rosas, Siqi Shen, Sarah Seraj, Larry An, Kenneth Resnicow, James W. Pennebaker, Rada Mihalcea

Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020

Compositional Demographic Word Embeddings.

Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Exploring the Value of Personalized Word Embeddings.

Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Learning From Personal Longitudinal Dialog Data.

Charles Welch, Verónica Pérez-Rosas, Jonathan K. Kummerfeld, Rada Mihalcea, Erik Cambria

IEEE Intell. Syst., 2019

Look Who's Talking: Inferring Speaker Attributes from Personal Longitudinal Dialog.

Charles Welch, Verónica Pérez-Rosas, Jonathan K. Kummerfeld, Rada Mihalcea

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

2018

Entity and Event Extraction from Scratch Using Minimal Training Data.

Laura Wendlandt, Steven R. Wilson, Oana Ignat, Charles Welch, Li Zhang, Mingzhe Wang, Jia Deng, Rada Mihalcea

Proceedings of the 2018 Text Analysis Conference, 2018

World Knowledge for Abstract Meaning Representation Parsing.

Charles Welch, Jonathan K. Kummerfeld, Song Feng, Rada Mihalcea

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

2016

Targeted Sentiment to Understand Student Comments.

Charles Welch, Rada Mihalcea

Proceedings of the COLING 2016, 2016

2015

What Women Want: Analyzing Research Publications to Understand Gender Preferences in Computer Science.

Rada Mihalcea, Charles Welch

Proceedings of the Scholarly Big Data: AI Perspectives, 2015

2013

An Efficient Algorithm for Finding Large Localizable Regions in Wireless Sensor Networks.

Saroja Kanchi, Charles Welch

Proceedings of the 4th International Conference on Ambient Systems, 2013