publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. C3NLP
    Do Multilingual Large Language Models Mitigate Stereotype Bias?
    Nie, Shangrui, Fromm, Michael, Welch, Charles, Görge, Rebekka, Karimi, Akbar, Plepi, Joan, Mowmita, Nazia Afsan, Flores-Herr, Nicolas, Ali, Mehdi, and Flek, Lucie
    In Proceedings of the 2nd Workshop on Cross-Cultural Considerations in NLP 2024
  2. ACL
    Perspective Taking through Generating Responses to Conflict Situations
    Plepi, Joan, Welch, Charles, and Flek, Lucie
    In Findings of the Association for Computational Linguistics: ACL 2024 2024
  3. WOAH
    Harnessing Personalization Methods to Identify and Predict Unreliable Information Spreader Behavior
    Ashraf, Shaina, Gruschka, Fabio, Flek, Lucie, and Welch, Charlie
    In Proceedings of the 8th Workshop on Online Abuse and Harms (WOAH) at NAACL 2024 2024
  4. NAACL
    Corpus Considerations for Annotator Modeling and Scaling
    Sarumi, Olufunke, Neuendorf, Béla, Plepi, Joan, Flek, Lucie, Schlötterer, Jörg, and Welch, Charles
    In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics 2024
  5. NLPerspectives
    A Perspectivist Corpus of Numbers in Social Judgements
    May, Marlon, Flek, Lucie, and Welch, Charles
    In Proceedings of the 3rd Workshop on Perspectivist Approaches to NLP (NLPerspectives) at LREC-COLING 2024 May 2024
  6. LREC-COLING
    Appraisal Framework for Clinical Empathy: A Novel Application to Breaking Bad News Conversations
    Lahnala, Allison, Neuendorf, Béla, Thomin, Alexander, Welch, Charles, Stibane, Tina, and Flek, Lucie
    In Proceedings of The 2024 Joint International Conference, on Computational Linguistics, Language Resources and Evaluation May 2024
  7. CLPsych
    Archetypes and Entropy: Theory-Driven Extraction of Evidence for Suicide Risk
    Varadarajan, Vasudha, Lahnala, Allison, Ganesan, Adithya V., Dey, Gourab, Mangalik, Siddharth, Bucur, Ana-Maria, Soni, Nikita, Rao, Rajath, Lanning, Kevin, Vallejo, Isabella, Flek, Lucie, Schwartz, H. Andrew, Welch, Charles, and Boyd, Ryan L.
    In Proceedings of the Tenth Workshop on Computational Linguistics and Clinical Psychology May 2024

2023

  1. JMIR
    Expressive Interviewing Agents to Support Health-Related Behavior Change: A Study of COVID-19 Behaviors
    Stewart, Ian, Welch, Charles, An, Lawrence, Resnicow, Kenneth, Pennebaker, James, and Mihalcea, Rada
    Journal of Medical Internet Research May 2023
  2. WASSA
    CAISA at WASSA 2023 Shared Task: Domain Transfer for Empathy, Distress, and Personality Prediction
    Gruschka, Fabio, Lahnala, Allison, Welch, Charles, and Flek, Lucie
    In Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis May 2023
  3. RANLP
    Challenges of GPT-3-based Conversational Agents for Healthcare
    Lechner, Fabian, Lahnala, Allison, Flek, Lucie, and Welch, Charles
    In Proceedings of the International Conference on Recent Advances in Natural Language Processing May 2023
  4. TLLM
    Style Locality for Controllable Generation with kNN Language Models
    Nawezi, Gilles, Flek, Lucie, and Welch, Charles
    In Proceedings of the First Workshop on Taming Large Language Models May 2023

2022

  1. EMNLP
    A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing
    Lahnala, Allison, Welch, Charles, Jurgens, David, and Flek, Lucie
    In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP) May 2022
  2. EMNLP
    Unifying Data Perspectivism and Personalization: An Application to Social Norms
    Plepi, Joan, Neuendorf, Béla, Flek, Lucie, and Welch, Charles
    In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP) May 2022
  3. NLP+CSS
    Understanding Interpersonal Conflict Types and their Impact on Perception Classification
    Welch, Charles, Plepi, Joan, Neuendorf, Béla, and Flek, Lucie
    In Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science May 2022
  4. GEM
    Nearest Neighbor Language Models for Stylistic Controllable Generation
    Trotta, Severino, Flek, Lucie, and Welch, Charles
    In Proceedings of the Second Workshop on Generation, Evaluation & Metrics (GEM) May 2022
  5. NAACL
    Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy
    Lahnala, Allison, Welch, Charles, Neuendorf, Béla, and Flek, Lucie
    In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies May 2022
  6. WASSA
    CAISA at WASSA 2022: Adapter-Tuning for Empathy Prediction
    Lahnala, Allison, Welch, Charles, and Flek, Lucie
    In Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis May 2022
  7. ACL
    Leveraging Similar Users for Personalized Language Modeling with Limited Data
    Welch, Charles, Gu, Chenxi, Kummerfeld, Jonathan K., Pérez-Rosas, Verónica, and Mihalcea, Rada
    In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics May 2022
  8. ACL
    Knowledge Enhanced Reflection Generation for Counseling Dialogues
    Shen, Siqi, Pérez-Rosas, Verónica, Welch, Charles, Poria, Soujanya, and Mihalcea, Rada
    In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics May 2022

2021

  1. Thesis
    Leveraging Longitudinal Data for Personalized Prediction and Word Representations
    Welch, Charles
    May 2021
  2. ACL
    Exploring Self-Identified Counseling Expertise in Online Support Forums
    Lahnala, Allison, Zhao, Yuntian, Welch, Charles, Kummerfeld, Jonathan K., An, Lawrence C, Resnicow, Kenneth, Mihalcea, Rada, and Pérez-Rosas, Verónica
    In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 May 2021
  3. arXiv
    Modeling Proficiency with Implicit User Representations
    Breitwieser, Kim, Lahnala, Allison, Welch, Charles, Flek, Lucie, and Potthast, Martin
    arXiv preprint arXiv:2110.08011 May 2021

2020

  1. NLP COVID-19
    Expressive Interviewing: A Conversational System for Coping with COVID-19
    Welch, Charles, Lahnala, Allison, Perez-Rosas, Veronica, Shen, Siqi, Seraj, Sarah, An, Larry, Resnicow, Kenneth, Pennebaker, James, and Mihalcea, Rada
    In Proceedings of the 1st Workshop on NLP for COVID-19 (Part 2) at EMNLP 2020 May 2020
  2. SIGDIAL
    Counseling-Style Reflection Generation Using Generative Pretrained Transformers with Augmented Context
    Shen, Siqi, Welch, Charles, Mihalcea, Rada, and Pérez-Rosas, Verónica
    In Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue May 2020
  3. EMNLP
    Improving Low Compute Language Modeling with In-Domain Embedding Initialisation
    Welch, Charles, Mihalcea, Rada, and Kummerfeld, Jonathan K.
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) May 2020
  4. EMNLP
    Compositional Demographic Word Embeddings
    Welch, Charles, Kummerfeld, Jonathan K., Pérez-Rosas, Verónica, and Mihalcea, Rada
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) May 2020
  5. COLING
    Exploring the Value of Personalized Word Embeddings
    Welch, Charles, Kummerfeld, Jonathan K., Pérez-Rosas, Verónica, and Mihalcea, Rada
    In Proceedings of the 28th International Conference on Computational Linguistics May 2020

2019

  1. CICLing
    Look Who’s Talking: Inferring Speaker Attributes from Personal Longitudinal Dialog
    Welch, Charles, Pérez-Rosas, Verónica, Kummerfeld, Jonathan K, and Mihalcea, Rada
    May 2019
  2. IEEE
    Learning from Personal Longitudinal Dialog Data
    Welch, Charles, Pérez-Rosas, Verónica, Kummerfeld, Jonathan K, and Mihalcea, Rada
    IEEE Intelligent Systems May 2019

2018

  1. LREC
    World Knowledge for Abstract Meaning Representation Parsing
    Welch, Charles, Kummerfeld, Jonathan K., Feng, Song, and Mihalcea, Rada
    In Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018) May 2018
  2. TAC
    Entity and Event Extraction from Scratch Using Minimal Training Data
    Wendlandt, Laura, Wilson, Steve R, Ignat, Oana, Welch, Charles, Zhang, Li, Wang, Mingzhe, Deng, Jia, and Mihalcea, Rada
    May 2018

2016

  1. COLING
    Targeted Sentiment to Understand Student Comments
    Welch, Charles, and Mihalcea, Rada
    In Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers May 2016
  2. IVA
    Targeted Sentiment Analysis: Identifying Student Sentiment Toward Courses and Instructors
    Welch, Charles, and Mihalcea, Rada
    In Proceedings of Intelligent Virtual Agents Conference May 2016

2015

  1. AAAI
    What Women Want: Analyzing Research Publications to Understand Gender Preferences in Computer Science
    Mihalcea, Rada, and Welch, Charles
    In Workshops at the Twenty-Ninth AAAI Conference on Artificial Intelligence May 2015

2014

  1. Serdica
    Classification of Paintings by Artist, Movement, and Indoor Setting Using MPEG-7 Descriptor Features
    Welch, Charles
    Serdica Journal of Computing May 2014

2013

  1. ANT
    An Efficient Algorithm for Finding Large Localizable Regions in Wireless Sensor Networks
    Kanchi, Saroja, and Welch, Charles
    Procedia Computer Science May 2013