| 2026 | AIME | Towards Multidisciplinary Summarization of Hospital Stays: Efficient Sentence-Level Clinical Section Categorization. | Baris Karacan, Vaibhav Bhargava, Barbara Di Eugenio, Natalie Parde, Mary A. Khetani, Yu-Shan Tseng, Vanessa Barbosa, Julie Vignato, Lindsey Knake, Rajashree Dahal, Emily Spellman, Danielle Hitzel, Janine Petitgout, Kristi Haughey, Amanda Karstens, Brianna Clarahan, Rachel Dawson, Lauren Boyd, Mackenzie Weis, Angie Tipton, Jaewon Bae, Catherine K. Craven, Karen Dunn Lopez, Andrew D. Boyd |
| 2026 | LREC | Empathy Speaks in Metaphors: The Empathy-Metaphor Corpus of Figurative Language in Empathetic Text. | Gyeongeun Lee, Natalie Parde |
| 2025 | ACL | From Heart to Words: Generating Empathetic Responses via Integrated Figurative Language and Semantic Context Signals. | Gyeongeun Lee, Zhu Wang, Sathya N. Ravi, Natalie Parde |
| 2025 | IJCNLP | Unveiling Empathic Triggers in Online Interactions via Empathy Cause Identification. | Calliope Chloe Bandera, Gyeongeun Lee, Natalie Parde |
| 2024 | ACL | Pouring Your Heart Out: Investigating the Role of Figurative Language in Online Expressions of Empathy. | Gyeongeun Lee, Christina Wong, Meghan Guo, Natalie Parde |
| 2024 | COLING | SLaCAD: A Spoken Language Corpus for Early Alzheimer's Disease Detection. | Shahla Farzana, Edoardo Stoppa, Alex Leow, Tamar Gollan, Raeanne Moore, David Salmon, Douglas Galasko, Erin Sundermann, Natalie Parde |
| 2024 | COLING | Towards Comprehensive Language Analysis for Clinically Enriched Spontaneous Dialogue. | Baris Karacan, Ankit Aich, Avery Quynh, Amy E. Pinkham, Philip D. Harvey, Colin A. Depp, Natalie Parde |
| 2024 | COLING | AcnEmpathize: A Dataset for Understanding Empathy in Dermatology Conversations. | Gyeongeun Lee, Natalie Parde |
| 2024 | COLING | CORI: CJKV Benchmark with Romanization Integration - a Step towards Cross-lingual Transfer beyond Textual Scripts. | Hoang Nguyen, Chenwei Zhang, Ye Liu, Natalie Parde, Eugene Rohrbaugh, Philip S. Yu |
| 2024 | COLING | CareCorpus: A Corpus of Real-World Solution-Focused Caregiver Strategies for Personalized Pediatric Rehabilitation Service Design. | Mina Valizadeh, Vera C. Kaelin, Mary A. Khetani, Natalie Parde |
| 2024 | COLING | Humanistic Buddhism Corpus: A Challenging Domain-Specific Dataset of English Translations for Classical and Modern Chinese. | Youheng W. Wong, Natalie Parde, Erdem Koyuncu |
| 2024 | EMNLP | CareCorpus+: Expanding and Augmenting Caregiver Strategy Data to Support Pediatric Rehabilitation. | Shahla Farzana, Ivana Lucero, Vivian Villegas, Vera C. Kaelin, Mary A. Khetani, Natalie Parde |
| 2024 | EMNLP | Domain Adaptation via Prompt Learning for Alzheimer's Detection. | Shahla Farzana, Natalie Parde |
| 2023 | ACL | Towards Domain-Agnostic and Domain-Adaptive Dementia Detection from Spoken Language. | Shahla Farzana, Natalie Parde |
| 2023 | ACL | Exploring Variation of Results from Different Experimental Conditions. | Maja Popovic, Mohammad Arvan, Natalie Parde, Anya Belz |
| 2023 | CHI | "Where is history": Toward Designing a Voice Assistant to help Older Adults locate Interface Features quickly. | Ja Eun Yu, Natalie Parde, Debaleena Chattopadhyay |
| 2023 | CogSci | Linguistic Cognitive Load Analysis on Dialogues with an Intelligent Virtual Assistant. | Mohammad Arvan, Mina Valizadeh, Parian Haghighat, Toan Nguyen, Heejin Jeong, Natalie Parde |
| 2023 | EACL | What Clued the AI Doctor In? On the Influence of Data Source and Quality for Transformer-Based Medical Self-Disclosure Detection. | Mina Valizadeh, Xing Qian, Pardis Ranjbar-Noiey, Cornelia Caragea, Natalie Parde |
| 2023 | ICMLA | A Content-based Skincare Product Recommendation System. | Gyeongeun Lee, Xunfei Jiang, Natalie Parde |
| 2023 | Interspeech | Investigating Reproducibility at Interspeech Conferences: A Longitudinal and Comparative Perspective. | Mohammad Arvan, A. Seza Dogruz, Natalie Parde |
| 2022 | ACL | The AI Doctor Is In: A Survey of Task-Oriented Dialogue Systems for Healthcare Applications. | Mina Valizadeh, Natalie Parde |
| 2022 | COLING | Demystifying Neural Fake News via Linguistic Feature-Based Interpretation. | Ankit Aich, Souvik Bhattacharya, Natalie Parde |
| 2022 | EMNLP | Towards Intelligent Clinically-Informed Language Analyses of People with Bipolar Disorder and Schizophrenia. | Ankit Aich, Avery Quynh, Varsha D. Badal, Amy E. Pinkham, Philip D. Harvey, Colin A. Depp, Natalie Parde |
| 2022 | EMNLP | Reproducibility in Computational Linguistics: Is Source Code Enough? | Mohammad Arvan, Lus Pina, Natalie Parde |
| 2022 | LREC | Telling a Lie: Analyzing the Language of Information and Misinformation during Global Health Events. | Ankit Aich, Natalie Parde |
| 2022 | LREC | TweetTaglish: A Dataset for Investigating Tagalog-English Code-Switching. | Megan Herrera, Ankit Aich, Natalie Parde |
| 2022 | SIGdial | Are Interaction Patterns Helpful for Task-Agnostic Dementia Detection? An Empirical Exploration. | Shahla Farzana, Natalie Parde |
| 2021 | NAACL | Identifying Medical Self-Disclosure in Online Communities. | Mina Valizadeh, Pardis Ranjbar-Noiey, Cornelia Caragea, Natalie Parde |
| 2020 | Interspeech | Exploring MMSE Score Prediction Using Verbal and Non-Verbal Cues. | Shahla Farzana, Natalie Parde |
| 2020 | LREC | Modeling Dialogue in Conversational Cognitive Health Screening Interviews. | Shahla Farzana, Mina Valizadeh, Natalie Parde |
| 2019 | ACL | Enriching Neural Models with Targeted Features for Dementia Detection. | Flavio Di Palo, Natalie Parde |
| 2019 | AIED | AI Meets Austen: Towards Human-Robot Discussions of Literary Metaphor. | Natalie Parde, Rodney D. Nielsen |
| 2018 | AAAI | Reading With Robots: Towards a Human-Robot Book Discussion System for Elderly Adults. | Natalie Parde |
| 2018 | AAAI | Exploring the Terrain of Metaphor Novelty: A Regression-Based Approach for Automatically Scoring Metaphors. | Natalie Parde, Rodney D. Nielsen |
| 2018 | INLG | Automatically Generating Questions about Novel Metaphors in Literature. | Natalie Parde, Rodney Nielsen |
| 2018 | LREC | A Corpus of Metaphor Novelty Scores for Syntactically-Related Word Pairs. | Natalie Parde, Rodney D. Nielsen |
| 2017 | EMNLP | Finding Patterns in Noisy Crowds: Regression-based Annotation Aggregation for Crowdsourced Data. | Natalie Parde, Rodney D. Nielsen |
| 2017 | FlAIRS | #SarcasmDetection Is Soooo General! Towards a Domain-Independent Approach for Detecting Sarcasm. | Natalie Parde, Rodney D. Nielsen |
| 2017 | SACMAT | Towards a Top-down Policy Engineering Framework for Attribute-based Access Control. | Masoud Narouei, Hamed Khanpour, Hassan Takabi, Natalie Parde, Rodney D. Nielsen |
| 2015 | AAAI | "Is It Rectangular?" Using I Spy as an Interactive, Game-Based Approach to Multimodal Robot Learning. | Natalie Parde, Michalis Papakostas, Konstantinos Tsiakas, Rodney D. Nielsen |
| 2015 | IJCAI | Grounding the Meaning of Words through Vision and Interactive Gameplay. | Natalie Parde, Adam Hair, Michalis Papakostas, Konstantinos Tsiakas, Maria Dagioglou, Vangelis Karkaletsis, Rodney D. Nielsen |