| 2026 | EACL | When Can We Trust LLMs in Mental Health? Large-Scale Benchmarks for Reliable LLM Evaluation. | Abeer Badawi, Elahe Rahimi, Md. Tahmid Rahman Laskar, Sheri Grach, Lindsay Bertrand, Lames Danok, Prathiba Dhanesh, Jimmy Huang, Frank Rudzicz, Elham Dolatabadi |
| 2026 | EACL | Is This LLM Library Learning? Evaluation Must Account For Compute and Behaviour. | Ian Berlot-Attwell, Tobias Sesterhenn, Frank Rudzicz, Xujie Si |
| 2026 | WACV | SphereEdit: Spherical Semantic Editing in Diffusion Models. | Salamata Konate, Hassan Hamidi, Elham Dolatabadi, Frank Rudzicz, Laleh Seyyed-Kalantari |
| 2025 | ACL | CausalLink: An Interactive Evaluation Framework for Causal Reasoning. | Jinyue Feng, Frank Rudzicz |
| 2025 | EMNLP | Not Lost After All: How Cross-Encoder Attribution Challenges Position Bias Assumptions in LLM Summarization. | Elahe Rahimi, Hassan Sajjad, Domenic Rosati, Abeer Badawi, Elham Dolatabadi, Frank Rudzicz |
| 2025 | EMNLP | Trustworthy Medical Question Answering: An Evaluation-Centric Survey. | Yinuo Wang, Baiyang Wang, Robert E. Mercer, Frank Rudzicz, Sudipta Singha Roy, Pengjie Ren, Zhumin Chen, Xindi Wang |
| 2025 | ICLR | Filtered not Mixed: Filtering-Based Online Gating for Mixture of Large Language Models. | Raeid Saqur, Anastasis Kratsios, Florian Krach, Yannick Limmer, Blanka Horvath, Frank Rudzicz |
| 2025 | Interspeech | How to Recover Long Audio Sequences Through Gradient Inversion Attack With Dynamic Segment-based Reconstruction. | Xijie Zeng, Frank Rudzicz |
| 2025 | NAACL | ACCORD: Closing the Commonsense Measurability Gap. | Franois Roewer-Desprs, Jinyue Feng, Zining Zhu, Frank Rudzicz |
| 2024 | COLING | Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification. | Xindi Wang, Robert E. Mercer, Frank Rudzicz |
| 2024 | EMNLP | Immunization against harmful fine-tuning attacks. | Domenic Rosati, Jan Wehner, Kai Williams, Lukasz Bartoszcze, Hassan Sajjad, Frank Rudzicz |
| 2024 | EMNLP | Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification. | Sudipta Singha Roy, Xindi Wang, Robert E. Mercer, Frank Rudzicz |
| 2024 | Interspeech | Whister: Using Whisper's representations for Stuttering detection. | Vrushank Changawala, Frank Rudzicz |
| 2024 | Interspeech | Self-Supervised Embeddings for Detecting Individual Symptoms of Depression. | Sri Harsha Dumpala, Katerina Dikaios, Abraham Nunes, Frank Rudzicz, Rudolf Uher, Sageev Oore |
| 2024 | Interspeech | Developing Multi-Disorder Voice Protocols: A team science approach involving clinical expertise, bioethics, standards, and DEI. | Anas Rameau, Satrajit Ghosh, Alexandros Sigaras, Olivier Elemento, Jean-Christophe Blisle-Pipon, Vardit Ravitsky, Maria Powell, Alistair Johnson, David A. Dorr, Philip R. O. Payne, Micah Boyer, Stephanie Watts, Ruth Bahr, Frank Rudzicz, Jordan Lerner-Ellis, Shaheen Awan, Don Bolser, Yael Bensoussan |
| 2024 | NAACL | Long-form evaluation of model editing. | Domenic Rosati, Robie Gonzales, Jinkun Chen, Xuemin Yu, Melis Erkan, Yahya Kayani, Satya Deepika Chavatapalli, Frank Rudzicz, Hassan Sajjad |
| 2024 | NAACL | Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation. | Xindi Wang, Robert E. Mercer, Frank Rudzicz |
| 2024 | WACV | Proceedings of the Workshop on 3D Geometry Generation for Scientific Computing. | Marissa Ramirez de Chanlatte, Phillip Colella, Trevor Darrell, Alexandra Carlson, Peter H. N. de With, Huayu Deng, Shanyan Guan, James Hays, Tim Houben, Thomas Huisman, Nikita Jaipuria, Hans Johansen, Shuja Khalid, Akshay Krishnan, Chuming Li, Maxim Pisarenco, Amit Raj, Frank Rudzicz, Tim J. Schoonbeek, Sandhya Sridhar, Nathan Tseng, Fons van der Sommen, Chen Wang, Yunbo Wang, Tong Wu, Xiaokang Yang, Jiawei Yao, Derek J. N. Young, Xianling Zhang |
| 2023 | ACL | Improving Automatic Quotation Attribution in Literary Novels. | Krishnapriya Vishnubhotla, Frank Rudzicz, Graeme Hirst, Adam Hammond |
| 2023 | ECAI | Investigating the Learning Behaviour of In-Context Learning: A Comparison with Supervised Learning. | Xindi Wang, Yufei Wang, Can Xu, Xiubo Geng, Bowen Zhang, Chongyang Tao, Frank Rudzicz, Robert E. Mercer, Daxin Jiang |
| 2023 | EMNLP | A State-Vector Framework for Dataset Effects. | Esmat Sahak, Zining Zhu, Frank Rudzicz |
| 2022 | AAAI | Language Modelling via Learning to Rank. | Arvid Frydenlund, Gagandeep Singh, Frank Rudzicz |
| 2022 | ACL | Neural reality of argument structure constructions. | Bai Li, Zining Zhu, Guillaume Thomas, Frank Rudzicz, Yang Xu |
| 2022 | ACL | KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling. | Xindi Wang, Robert E. Mercer, Frank Rudzicz |
| 2022 | ACL | On the data requirements of probing. | Zining Zhu, Jixuan Wang, Bai Li, Frank Rudzicz |
| 2022 | COLING | Data-driven Approach to Differentiating between Depression and Dementia from Noisy Speech and Language Data. | Malikeh Ehghaghi, Frank Rudzicz, Jekaterina Novikova |
| 2022 | EMNLP | Predicting Fine-Tuning Performance with Probing. | Zining Zhu, Soroosh Shahtalebi, Frank Rudzicz |
| 2022 | ICASSP | A Remedy For Distributional Shifts Through Expected Domain Translation. | Jean-Christophe Gagnon-Audet, Soroosh Shahtalebi, Frank Rudzicz, Irina Rish |
| 2022 | LREC | MeSHup: Corpus for Full Text Biomedical Document Indexing. | Xindi Wang, Robert E. Mercer, Frank Rudzicz |
| 2021 | ACL | How is BERT surprised? Layerwise detection of linguistic anomalies. | Bai Li, Zining Zhu, Guillaume Thomas, Yang Xu, Frank Rudzicz |
| 2021 | ACL | An Evaluation of Disentangled Representation Learning for Texts. | Krishnapriya Vishnubhotla, Graeme Hirst, Frank Rudzicz |
| 2021 | EMNLP | An unsupervised framework for tracing textual sources of moral change. | Aida Ramezani, Zining Zhu, Frank Rudzicz, Yang Xu |
| 2021 | ICASSP | Coughwatch: Real-World Cough Detection using Smartwatches. | Daniyal Liaqat, Salaar Liaqat, Jun Lin Chen, Tina Sedaghat, Moshe Gabel, Frank Rudzicz, Eyal de Lara |
| 2020 | EMNLP | On Losses for Modern Language Models. | Stephane Aroca-Ouellette, Frank Rudzicz |
| 2020 | EMNLP | Explainable Clinical Decision Support from Text. | Jinyue Feng, Chantal Shaib, Frank Rudzicz |
| 2020 | EMNLP | Word class flexibility: A deep contextualized approach. | Bai Li, Guillaume Thomas, Yang Xu, Frank Rudzicz |
| 2020 | EMNLP | An information theoretic view on selecting linguistic probes. | Zining Zhu, Frank Rudzicz |
| 2020 | ICASSP | Speaker Diarization with Session-Level Speaker Embedding Refinement Using Graph Neural Networks. | Jixuan Wang, Xiong Xiao, Jian Wu, Ranjani Ramamurthy, Frank Rudzicz, Michael Brudno |
| 2020 | Interspeech | To BERT or not to BERT: Comparing Speech and Language-Based Approaches for Alzheimer's Disease Detection. | Aparna Balagopalan, Benjamin Eyre, Frank Rudzicz, Jekaterina Novikova |
| 2020 | Interspeech | Speaker Attribution with Voice Profiles by Graph-Based Semi-Supervised Learning. | Jixuan Wang, Xiong Xiao, Jian Wu, Ranjani Ramamurthy, Frank Rudzicz, Michael Brudno |
| 2020 | LREC | Identification of Primary and Collateral Tracks in Stuttered Speech. | Rachid Riad, Anne-Catherine Bachoud-Lvi, Frank Rudzicz, Emmanuel Dupoux |
| 2019 | AAAI | Towards international standards for evaluating machine learning. | Frank Rudzicz, P. Alison Paprica, Marta Janczarski |
| 2019 | AI | Categorizing Emails Using Machine Learning with Textual Features. | Haoran Zhang, Jagadish Rangrej, Saad Rais, Michael Hillmer, Frank Rudzicz, Kamil Malikov |
| 2019 | ICASSP | Centroid-based Deep Metric Learning for Speaker Recognition. | Jixuan Wang, Kuan-Chieh Wang, Marc T. Law, Frank Rudzicz, Michael Brudno |
| 2019 | NAACL | Augmenting word2vec with latent Dirichlet allocation within a clinical application. | Akshay Budhkar, Frank Rudzicz |
| 2019 | NAACL | Multilingual prediction of Alzheimer's disease through domain adaptation and concept-based language modelling. | Kathleen C. Fraser, Nicklas Linz, Bai Li, Kristina Lundholm Fors, Frank Rudzicz, Alexandra Knig, Jan Alexandersson, Philippe H. Robert, Dimitrios Kokkinakis |
| 2019 | NAACL | Detecting dementia in Mandarin Chinese using transfer learning from a parallel corpus. | Bai Li, Yi-Te Hsu, Frank Rudzicz |
| 2019 | NAACL | Detecting cognitive impairments by agreeing on interpretations of linguistic features. | Zining Zhu, Jekaterina Novikova, Frank Rudzicz |
| 2018 | EMNLP | Learning multiview embeddings for assessing dementia. | Chlo Pou-Prom, Frank Rudzicz |
| 2018 | IUI | Touch-Supported Voice Recording to Facilitate Forced Alignment of Text and Speech in an E-Reading Interface. | Benett Axtell, Cosmin Munteanu, Carrie Demmans Epp, Yomna Aly, Frank Rudzicz |
| 2018 | Mobisys | Speech in Smartwatch based Audio. | Daniyal Liaqat, Robert Wu, Andrea Gershon, Hisham Alshaer, Frank Rudzicz, Eyal de Lara |
| 2018 | Mobisys | Challenges with real-world smartwatch based audio monitoring. | Daniyal Liaqat, Robert Wu, Andrea Gershon, Hisham Alshaer, Frank Rudzicz, Eyal de Lara |
| 2017 | CHI | Designing Speech, Acoustic and Multimodal Interactions. | Cosmin Munteanu, Pourang Irani, Sharon L. Oviatt, Matthew P. Aylett, Gerald Penn, Shimei Pan, Nikhil Sharma, Frank Rudzicz, Randy Gomez, Benjamin R. Cowan, Keisuke Nakamura |
| 2017 | ICASSP | On the impact of non-modal phonation on phonological features. | Milos Cernak, Elmar Nth, Frank Rudzicz, Heidi Christensen, Juan Rafael Orozco-Arroyave, Raman Arora, Tobias Bocklet, Hamidreza Chinaei, Julius Hannink, Phani Sankar Nidadavolu, Juan Camilo Vsquez-Correa, Maria Yancheva, Alyssa Vann, Nikolai Vogler |
| 2017 | ICASSP | Multi-view representation learning via gcca for multimodal analysis of Parkinson's disease. | Juan Camilo Vsquez-Correa, Juan Rafael Orozco-Arroyave, Raman Arora, Elmar Nth, Najim Dehak, Heidi Christensen, Frank Rudzicz, Tobias Bocklet, Milos Cernak, Hamid R. Chinaei, Julius Hannink, Phani Sankar Nidadavolu, Maria Yancheva, Alyssa Vann, Nikolai Vogler |
| 2016 | ACL | Vector-space topic models for detecting Alzheimer's disease. | Maria Yancheva, Frank Rudzicz |
| 2016 | CHI | Designing Speech and Multimodal Interactions for Mobile, Wearable, and Pervasive Applications. | Cosmin Munteanu, Pourang Irani, Sharon L. Oviatt, Matthew P. Aylett, Gerald Penn, Shimei Pan, Nikhil Sharma, Frank Rudzicz, Randy Gomez, Keisuke Nakamura, Kazuhiro Nakadai |
| 2016 | Interspeech | CloudCAST - Remote Speech Technology for Speech Professionals. | Phil D. Green, Ricard Marxer, Stuart P. Cunningham, Heidi Christensen, Frank Rudzicz, Maria Yancheva, Andr Coy, Massimiliano Malavasi, Lorenzo Desideri, Fabio Tamburini |
| 2016 | Interspeech | Speech Recognition in Alzheimer's Disease and in its Assessment. | Luke Zhou, Kathleen C. Fraser, Frank Rudzicz |
| 2016 | Mobisys | Poster: WearCOPD - Monitoring COPD Patients Remotely using Smartwatches. | Daniyal Liaqat, Ishan Thukral, Parco Sin, Hisham Alshaer, Frank Rudzicz, Eyal de Lara, Robert Wu, Andrea Gershon |
| 2016 | NAACL | Detecting late-life depression in Alzheimer's disease through analysis of speech and language. | Kathleen C. Fraser, Frank Rudzicz, Graeme Hirst |
| 2015 | AI | Emotional Affect Estimation Using Video and EEG Data in Deep Neural Networks. | Arvid Frydenlund, Frank Rudzicz |
| 2015 | ICASSP | EEG dimensionality reduction in automatic identification of synonymy. | Emilio Parisotto, Youness Aliyari Ghassabeh, Siamak Freydoonnejad, Frank Rudzicz |
| 2015 | ICASSP | Classifying phonological categories in imagined and articulated speech. | Shunan Zhao, Frank Rudzicz |
| 2015 | Interspeech | Lateralization in emotional speech perception following transcranial direct current stimulation. | Alex Francois-Nienaber, Jed A. Meltzer, Frank Rudzicz |
| 2015 | Interspeech | Automatic identification of received language in MEG. | Emilio Parisotto, Youness Aliyari Ghassabeh, Matt J. MacDonald, Adelina Cozma, Elizabeth W. Pang, Frank Rudzicz |
| 2014 | ASSETS | Automatically identifying trouble-indicating speech behaviors in alzheimer's disease. | Frank Rudzicz, Leila Chan Currie, Andrew Danks, Tejas Mehta, Shunan Zhao |
| 2014 | ICASSP | Subject independent identification of breath sounds components using multiple classifiers. | Hisham Alshaer, Aditya Pandya, T. Douglas Bradley, Frank Rudzicz |
| 2014 | ICASSP | Automatic detection of expressed emotion in Parkinson's Disease. | Shunan Zhao, Frank Rudzicz, Leonardo G. Carvalho, Cesar Marquez-Chin, Steven R. Livingstone |
| 2013 | ACL | Automatic detection of deception in child-produced speech using syntactic complexity features. | Maria Yancheva, Frank Rudzicz |
| 2013 | Interspeech | Using text and acoustic features to diagnose progressive aphasia and its subtypes. | Kathleen C. Fraser, Frank Rudzicz, Elizabeth Rochon |
| 2012 | ICASSP | Sentence recognition from articulatory movements for silent speech interfaces. | Jun Wang, Ashok Samal, Jordan R. Green, Frank Rudzicz |
| 2012 | Interspeech | Whole-Word Recognition from Articulatory Movements for Silent Speech Interfaces. | Jun Wang, Ashok Samal, Jordan R. Green, Frank Rudzicz |
| 2011 | AI | Comparing Humans and Automatic Speech Recognition Systems in Recognizing Dysarthric Speech. | Kinfe Tadesse Mengistu, Frank Rudzicz |
| 2011 | ICASSP | Adapting acoustic and lexical models to dysarthric speech. | Kinfe Tadesse Mengistu, Frank Rudzicz |
| 2010 | ACL | Correcting Errors in Speech Recognition with Articulatory Dynamics. | Frank Rudzicz |
| 2010 | ICASSP | Adaptive Kernel Canonical Correlation Analysis for Estimation of Task Dynamics from Acoustics. | Frank Rudzicz |
| 2010 | Interspeech | Identifying articulatory goals from kinematic data using principal differential analysis. | Michael Reimer, Frank Rudzicz |
| 2009 | ACL | Summarizing multiple spoken documents: finding evidence from untranscribed audio. | Xiaodan Zhu, Gerald Penn, Frank Rudzicz |
| 2009 | ICASSP | Applying discretized articulatory knowledge to dysarthric speech. | Frank Rudzicz |
| 2009 | ICASSP | Phonological features in discriminative classification of dysarthric speech. | Frank Rudzicz |
| 2007 | ASSETS | Comparing speaker-dependent and speaker-adaptive acoustic models for recognizing dysarthric speech. | Frank Rudzicz |
| 2006 | ACL | Clavius: Bi-Directional Parsing for Generic Multimodal Interaction. | Frank Rudzicz |
| 2006 | CHI | Put a grammar here: bi-directional parsing in multimodal interaction. | Frank Rudzicz |
| 2004 | VRST | A framework for 3D visualisation and manipulation in an immersive space using an untethered bimanual gestural interface. | Yves Boussemart, Franois Rioux, Frank Rudzicz, Michael Wozniewski, Jeremy R. Cooperstock |