publications

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

2022

  1. 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 2022
  2. ACL Workshop
    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 2022
  3. 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 2022
  4. 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 2022

2021

  1. Thesis
    Leveraging Longitudinal Data for Personalized Prediction and Word Representations
    Welch, Charles
    2021
  2. ACL Findings
    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 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 2021

2020

  1. EMNLP Workshop
    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 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 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) 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) 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 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
    2019
  2. IEEE
    Learning from Personal Longitudinal Dialog Data
    Welch, Charles, Pérez-Rosas, Verónica, Kummerfeld, Jonathan K, and Mihalcea, Rada
    IEEE Intelligent Systems 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) 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
    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 2016
  2. IVA Workshop
    Targeted Sentiment Analysis: Identifying Student Sentiment Toward Courses and Instructors
    Welch, Charles, and Mihalcea, Rada
    In Proceedings of Intelligent Virtual Agents Conference 2016

2015

  1. AAAI Workshop
    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 2015

2014

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

2013

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