Frank Rudzicz

According to our database, Frank Rudzicz authored at least 191 papers between 2004 and 2024.

Collaborative distances:

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

2024

Context is not key: Detecting Alzheimer's disease with both classical and transformer-based neural language models.

Behrad Taghibeyglou, Frank Rudzicz

Nat. Lang. Process. J., 2024

Library Learning Doesn't: The Curious Case of the Single-Use "Library".

Ian Berlot-Attwell, Frank Rudzicz, Xujie Si

CoRR, 2024

Defending against Reverse Preference Attacks is Difficult.

Domenic Rosati, Giles Edkins, Harsh Raj, David Atanasov, Subhabrata Majumdar, Janarthanan Rajendran, Frank Rudzicz, Hassan Sajjad

CoRR, 2024

How Well Can Knowledge Edit Methods Edit Perplexing Knowledge?

Huaizhi Ge, Frank Rudzicz, Zining Zhu

CoRR, 2024

What Do the Circuits Mean? A Knowledge Edit View.

Huaizhi Ge, Frank Rudzicz, Zining Zhu

CoRR, 2024

Self-Supervised Embeddings for Detecting Individual Symptoms of Depression.

Sri Harsha Dumpala, Katerina Dikaios, Abraham Nunes, Frank Rudzicz, Rudolf Uher, Sageev Oore

CoRR, 2024

The GPT-WritingPrompts Dataset: A Comparative Analysis of Character Portrayal in Short Stories.

Xi Yu Huang, Krishnapriya Vishnubhotla, Frank Rudzicz

CoRR, 2024

Scenarios and Approaches for Situated Natural Language Explanations.

Pengshuo Qiu, Frank Rudzicz, Zining Zhu

CoRR, 2024

Filtered not Mixed: Stochastic Filtering-Based Online Gating for Mixture of Large Language Models.

Raeid Saqur, Anastasis Kratsios, Florian Krach, Yannick Limmer, Jacob-Junqi Tian, John Willes, Blanka Horvath, Frank Rudzicz

CoRR, 2024

ACCORD: Closing the Commonsense Measurability Gap.

François Roewer-Després, Jinyue Feng, Zining Zhu, Frank Rudzicz

CoRR, 2024

Representation noising effectively prevents harmful fine-tuning on LLMs.

Domenic Rosati, Jan Wehner, Kai Williams, Lukasz Bartoszcze, David Atanasov, Robie Gonzales, Subhabrata Majumdar, Carsten Maple, Hassan Sajjad, Frank Rudzicz

CoRR, 2024

NIFTY Financial News Headlines Dataset.

Raeid Saqur, Ken Kato, Nicholas Vinden, Frank Rudzicz

CoRR, 2024

LLM-Generated Black-box Explanations Can Be Adversarially Helpful.

Rohan Deepak Ajwani, Shashidhar Reddy Javaji, Frank Rudzicz, Zining Zhu

CoRR, 2024

Plug and Play with Prompts: A Prompt Tuning Approach for Controlling Text Generation.

Rohan Deepak Ajwani, Zining Zhu, Jonathan Rose, Frank Rudzicz

CoRR, 2024

Immunization against harmful fine-tuning attacks.

Domenic Rosati, Jan Wehner, Kai Williams, Lukasz Bartoszcze, Jan Batzner, Hassan Sajjad, Frank Rudzicz

CoRR, 2024

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

CoRR, 2024

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 Young, Xianling Zhang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation.

Xindi Wang, Robert E. Mercer, Frank Rudzicz

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

Long-form evaluation of model editing.

Domenic Rosati, Robie Gonzales, Jinkun Chen, Xuemin Yu, Yahya Kayani, Frank Rudzicz, Hassan Sajjad

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

Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification.

Sudipta Singha Roy, Xindi Wang, Robert E. Mercer, Frank Rudzicz

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

Immunization against harmful fine-tuning attacks.

Domenic Rosati, Jan Wehner, Kai Williams, Lukasz Bartoszcze, Hassan Sajjad, Frank Rudzicz

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

Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification.

Xindi Wang, Robert E. Mercer, Frank Rudzicz

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

2023

Measuring Information in Text Explanations.

Zining Zhu, Frank Rudzicz

CoRR, 2023

Situated Natural Language Explanations.

Zining Zhu, Haoming Jiang, Jingfeng Yang, Sreyashi Nag, Chao Zhang, Jie Huang, Yifan Gao, Frank Rudzicz, Bing Yin

CoRR, 2023

SurGNN: Explainable visual scene understanding and assessment of surgical skill using graph neural networks.

Shuja Khalid, Frank Rudzicz

CoRR, 2023

MLHOps: Machine Learning for Healthcare Operations.

Faiza Khan Khattak, Vallijah Subasri, Amrit Krishnan, Elham Dolatabadi, Deval Pandya, Laleh Seyyed-Kalantari, Frank Rudzicz

CoRR, 2023

RefiNeRF: Modelling dynamic neural radiance fields with inconsistent or missing camera parameters.

Shuja Khalid, Frank Rudzicz

CoRR, 2023

Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support.

Stephen Obadinma, Faiza Khan Khattak, Shirley Wang, Tania Sidhom, Elaine Lau, Sean Robertson, Jingcheng Niu, Winnie Au, Alif Munim, Karthik Raja K. Bhaskar, Bencheng Wei, Iris Ren, Waqar Muhammad, Erin Li, Bukola Ishola, Michael Wang, Griffin Tanner, Yu-Jia Shiah, Sean X. Zhang, Kwesi P. Apponsah, Kanishk Patel, Jaswinder Narain, Deval Pandya, Xiaodan Zhu, Frank Rudzicz, Elham Dolatabadi

CoRR, 2023

A State-Vector Framework for Dataset Effects.

Esmat Sahak, Zining Zhu, Frank Rudzicz

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

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

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Improving Automatic Quotation Attribution in Literary Novels.

Krishnapriya Vishnubhotla, Frank Rudzicz, Graeme Hirst, Adam Hammond

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Who needs context? Classical techniques for Alzheimer's disease detection.

Behrad Taghibeyglou, Frank Rudzicz

Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023

2022

A Delphi consensus statement for digital surgery.

Kyle Lam, Michael D. Abràmoff, José M. Balibrea, Steven M. Bishop, Richard R. Brady, Rachael Callcut, Manish Chand, Justin Collins, Markus K. Diener, Matthias Eisenmann, Kelly Fermont, Manoel Galvao Neto, Gregory D. Hager, Robert J. Hinchliffe, Alan Horgan, Pierre Jannin, Alexander Langerman, Kartik Logishetty, Amit Mahadik, Lena Maier-Hein, Esteban Martín Antona, Pietro Mascagni, Ryan K. Mathew, Beat P. Müller-Stich, Thomas Neumuth, Felix Nickel, Adrian Park, Gianluca Pellino, Frank Rudzicz, Sam Shah, Mark Slack, Myles J. Smith, Naeem Soomro, Stefanie Speidel, Danail Stoyanov, Henry S. Tilney, Martin Wagner, Ara Darzi, James Kinross, Sanjay Purkayastha

npj Digit. Medicine, 2022

wildNeRF: Complete view synthesis of in-the-wild dynamic scenes captured using sparse monocular data.

Shuja Khalid, Frank Rudzicz

CoRR, 2022

OOD-Probe: A Neural Interpretation of Out-of-Domain Generalization.

Zining Zhu, Soroosh Shahtalebi, Frank Rudzicz

CoRR, 2022

Improving greedy core-set configurations for active learning with uncertainty-scaled distances.

Yuchen Li, Frank Rudzicz

CoRR, 2022

Detoxifying Language Models with a Toxic Corpus.

Yoon A. Park, Frank Rudzicz

Proceedings of the Second Workshop on Language Technology for Equality, 2022

MeSHup: Corpus for Full Text Biomedical Document Indexing.

Xindi Wang, Robert E. Mercer, Frank Rudzicz

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

A Remedy For Distributional Shifts Through Expected Domain Translation.

Jean-Christophe Gagnon-Audet, Soroosh Shahtalebi, Frank Rudzicz, Irina Rish

Proceedings of the IEEE International Conference on Acoustics, 2022

The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations.

Aparna Balagopalan, Haoran Zhang, Kimia Hamidieh, Thomas Hartvigsen, Frank Rudzicz, Marzyeh Ghassemi

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Predicting Fine-Tuning Performance with Probing.

Zining Zhu, Soroosh Shahtalebi, Frank Rudzicz

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

Data-driven Approach to Differentiating between Depression and Dementia from Noisy Speech and Language Data.

Malikeh Ehghaghi, Frank Rudzicz, Jekaterina Novikova

Proceedings of the Eighth Workshop on Noisy User-generated Text, 2022

Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation.

Hillary Ngai, Frank Rudzicz

Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

On the data requirements of probing.

Zining Zhu, Jixuan Wang, Bai Li, Frank Rudzicz

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

KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling.

Xindi Wang, Robert E. Mercer, Frank Rudzicz

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

Neural reality of argument structure constructions.

Bai Li, Zining Zhu, Guillaume Thomas, Frank Rudzicz, Yang Xu

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

Relevance in Dialogue: Is Less More? An Empirical Comparison of Existing Metrics, and a Novel Simple Metric.

Ian Berlot-Attwell, Frank Rudzicz

Proceedings of the 4th Workshop on NLP for Conversational AI, 2022

Language Modelling via Learning to Rank.

Arvid Frydenlund, Gagandeep Singh, Frank Rudzicz

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Quantifying the Task-Specific Information in Text-Based Classifications.

Zining Zhu, Aparna Balagopalan, Marzyeh Ghassemi, Frank Rudzicz

CoRR, 2021

What do writing features tell us about AI papers?

Zining Zhu, Bai Li, Yang Xu, Frank Rudzicz

CoRR, 2021

On the Use of Linguistic Features for the Evaluation of Generative Dialogue Systems.

Ian Berlot-Attwell, Frank Rudzicz

CoRR, 2021

Challenges for Reinforcement Learning in Healthcare.

Elsa Riachi, Muhammad Mamdani, Michael Fralick, Frank Rudzicz

CoRR, 2021

BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data.

Demetres Kostas, Stephane Aroca-Ouellette, Frank Rudzicz

CoRR, 2021

Modified Subspace Constrained Mean Shift Algorithm.

Youness Aliyari Ghassabeh, Frank Rudzicz

J. Classif., 2021

Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation.

Jixuan Wang, Kuan-Chieh Wang, Frank Rudzicz, Michael Brudno

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Intraoperative Adverse Event Detection in Laparoscopic Surgery: Stabilized Multi-Stage Temporal Convolutional Network with Focal-Uncertainty Loss.

Haiqi Wei, Frank Rudzicz, David Fleet, Teodor P. Grantcharov, Babak Taati

Proceedings of the Machine Learning for Healthcare Conference, 2021

Coughwatch: Real-World Cough Detection using Smartwatches.

Daniyal Liaqat, Salaar Liaqat, Jun Lin Chen, Tina Sedaghat, Moshe Gabel, Frank Rudzicz, Eyal de Lara

Proceedings of the IEEE International Conference on Acoustics, 2021

An unsupervised framework for tracing textual sources of moral change.

Aida Ramezani, Zining Zhu, Frank Rudzicz, Yang Xu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

An Evaluation of Disentangled Representation Learning for Texts.

Krishnapriya Vishnubhotla, Graeme Hirst, Frank Rudzicz

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

How is BERT surprised? Layerwise detection of linguistic anomalies.

Bai Li, Zining Zhu, Guillaume Thomas, Yang Xu, Frank Rudzicz

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

TorontoCL at CMCL 2021 Shared Task: RoBERTa with Multi-Stage Fine-Tuning for Eye-Tracking Prediction.

Bai Li, Frank Rudzicz

Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, 2021

2020

A Conversational Robot for Older Adults with Alzheimer's Disease.

Chloé Pou-Prom, Stefania Raimondo, Frank Rudzicz

ACM Trans. Hum. Robot Interact., 2020

Using word embeddings to improve the privacy of clinical notes.

Mohamed Abdalla, Moustafa Abdalla, Frank Rudzicz, Graeme Hirst

J. Am. Medical Informatics Assoc., 2020

Semantic coordinates analysis reveals language changes in the AI field.

Zining Zhu, Yang Xu, Frank Rudzicz

CoRR, 2020

Ethics of Artificial Intelligence in Surgery.

Frank Rudzicz, Raeid Saqur

CoRR, 2020

Sequential Explanations with Mental Model-Based Policies.

Arnold Y. S. Yeung, Shalmali Joshi, Joseph Jay Williams, Frank Rudzicz

CoRR, 2020

The Ground Truth Trade-Off in Wearable Sensing Studies.

Daniyal Liaqat, Robert Wu, Salaar Liaqat, Eyal de Lara, Andrea Gershon, Frank Rudzicz

CoRR, 2020

Representation Learning for Discovering Phonemic Tone Contours.

Bai Li, Jing Yi Xie, Frank Rudzicz

Proceedings of the 17th SIGMORPHON Workshop on Computational Research in Phonetics, 2020

Identification of Primary and Collateral Tracks in Stuttered Speech.

Rachid Riad, Anne-Catherine Bachoud-Lévi, Frank Rudzicz, Emmanuel Dupoux

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Speaker Attribution with Voice Profiles by Graph-Based Semi-Supervised Learning.

Jixuan Wang, Xiong Xiao, Jian Wu, Ranjani Ramamurthy, Frank Rudzicz, Michael Brudno

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

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

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Speaker Diarization with Session-Level Speaker Embedding Refinement Using Graph Neural Networks.

Jixuan Wang, Xiong Xiao, Jian Wu, Ranjani Ramamurthy, Frank Rudzicz, Michael Brudno

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

An information theoretic view on selecting linguistic probes.

Zining Zhu, Frank Rudzicz

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

Word class flexibility: A deep contextualized approach.

Bai Li, Guillaume Thomas, Yang Xu, Frank Rudzicz

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

Explainable Clinical Decision Support from Text.

Jinyue Feng, Chantal Shaib, Frank Rudzicz

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

On Losses for Modern Language Models.

Stephane Aroca-Ouellette, Frank Rudzicz

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

Examining the rhetorical capacities of neural language models.

Zining Zhu, Chuer Pan, Mohamed Abdalla, Frank Rudzicz

Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020

Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP.

John Chen, Ian Berlot-Attwell, Xindi Wang, Safwan Hossain, Frank Rudzicz

Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020

2019

Automatically determining cause of death from verbal autopsy narratives.

Serena Jeblee, Mireille Gomes, Prabhat Jha, Frank Rudzicz, Graeme Hirst

BMC Medical Informatics Decis. Mak., 2019

A survey of word embeddings for clinical text.

Faiza Khan Khattak, Serena Jeblee, Chloé Pou-Prom, Mohamed Abdalla, Christopher Meaney, Frank Rudzicz

J. Biomed. Informatics X, 2019

WearBreathing: Real World Respiratory Rate Monitoring Using Smartwatches.

Daniyal Liaqat, Mohamed Abdalla, Pegah Abed-Esfahani, Moshe Gabel, Tatiana Son, Robert Wu, Andrea Gershon, Frank Rudzicz, Eyal de Lara

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Variations on the Chebyshev-Lagrange Activation Function.

Yuchen Li, Frank Rudzicz, Jekaterina Novikova

CoRR, 2019

How do we feel when a robot dies? Emotions expressed on Twitter before and after hitchBOT's destruction.

Kathleen C. Fraser, Frauke Zeller, David Harris Smith, Saif M. Mohammad, Frank Rudzicz

Proceedings of the Tenth Workshop on Computational Approaches to Subjectivity, 2019

Generative Adversarial Networks for Text Using Word2vec Intermediaries.

Akshay Budhkar, Krishnapriya Vishnubhotla, Safwan Hossain, Frank Rudzicz

Proceedings of the 4th Workshop on Representation Learning for NLP, 2019

Detecting cognitive impairments by agreeing on interpretations of linguistic features.

Zining Zhu, Jekaterina Novikova, Frank Rudzicz

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Detecting dementia in Mandarin Chinese using transfer learning from a parallel corpus.

Bai Li, Yi-Te Hsu, Frank Rudzicz

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

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 König, Jan Alexandersson, Philippe H. Robert, Dimitrios Kokkinakis

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Augmenting word2vec with latent Dirichlet allocation within a clinical application.

Akshay Budhkar, Frank Rudzicz

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

AutoScribe: Extracting Clinically Pertinent Information from Patient-Clinician Dialogues.

Faiza Khan Khattak, Serena Jeblee, Noah H. Crampton, Muhammad Mamdani, Frank Rudzicz

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Centroid-based Deep Metric Learning for Speaker Recognition.

Jixuan Wang, Kuan-Chieh Wang, Marc T. Law, Frank Rudzicz, Michael Brudno

Proceedings of the IEEE International Conference on Acoustics, 2019

Categorizing Emails Using Machine Learning with Textual Features.

Haoran Zhang, Jagadish Rangrej, Saad Rais, Michael Hillmer, Frank Rudzicz, Kamil Malikov

Proceedings of the Advances in Artificial Intelligence, 2019

Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power.

Jekaterina Novikova, Aparna Balagopalan, Ksenia Shkaruta, Frank Rudzicz

Proceedings of the 5th Workshop on Noisy User-generated Text, 2019

Extracting relevant information from physician-patient dialogues for automated clinical note taking.

Serena Jeblee, Faiza Khan Khattak, Noah H. Crampton, Muhammad Mamdani, Frank Rudzicz

Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis LOUHI@EMNLP 2019, 2019

Towards international standards for evaluating machine learning.

Frank Rudzicz, P. Alison Paprica, Marta Janczarski

Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the Thirty-Third AAAI Conference on Artificial Intelligence 2019 (AAAI-19), 2019

2018

NeuroSpeech.

Juan Rafael Orozco-Arroyave, Juan Camilo Vásquez-Correa, Jesús Francisco Vargas-Bonilla, Raman Arora, Najim Dehak, Phani S. Nidadavolu, Heidi Christensen, Frank Rudzicz, Maria Yancheva, Hamid R. Chinaei, Alyssa Vann, Nikolai Vogler, Tobias Bocklet, Milos Cernak, Julius Hannink, Elmar Nöth

SoftwareX, 2018

A novel approach for acoustic estimation of neck fluid volume between men and women.

Mehrnaz Shokrollahi, Frank Rudzicz, Daniel Vena, T. Douglas Bradley, Azadeh Yadollahi

Medical Biol. Eng. Comput., 2018

Modified mean shift algorithm.

Youness Aliyari Ghassabeh, Frank Rudzicz

IET Image Process., 2018

NeuroSpeech: An open-source software for Parkinson's speech analysis.

Juan Rafael Orozco-Arroyave, Juan Camilo Vásquez-Correa, Jesús Francisco Vargas-Bonilla, Raman Arora, Najim Dehak, Phani S. Nidadavolu, Heidi Christensen, Frank Rudzicz, Maria Yancheva, Hamid R. Chinaei, Alyssa Vann, Nikolai Vogler, Tobias Bocklet, Milos Cernak, Julius Hannink, Elmar Nöth

Digit. Signal Process., 2018

The Effect of Heterogeneous Data for Alzheimer's Disease Detection from Speech.

Aparna Balagopalan, Jekaterina Novikova, Frank Rudzicz, Marzyeh Ghassemi

CoRR, 2018

Robustness against the channel effect in pathological voice detection.

Yi-Te Hsu, Zining Zhu, Chi-Te Wang, Shih-Hau Fang, Frank Rudzicz, Yu Tsao

CoRR, 2018

ChainGAN: A sequential approach to GANs.

Safwan Hossain, Kiarash Jamali, Yuchen Li, Frank Rudzicz

CoRR, 2018

DeepConsensus: using the consensus of features from multiple layers to attain robust image classification.

Yuchen Li, Safwan Hossain, Kiarash Jamali, Frank Rudzicz

CoRR, 2018

Dropout during inference as a model for neurological degeneration in an image captioning network.

Bai Li, Ran Zhang, Frank Rudzicz

CoRR, 2018

Isolating effects of age with fair representation learning when assessing dementia.

Zining Zhu, Jekaterina Novikova, Frank Rudzicz

CoRR, 2018

Semi-supervised classification by reaching consensus among modalities.

Zining Zhu, Jekaterina Novikova, Frank Rudzicz

CoRR, 2018

Challenges with real-world smartwatch based audio monitoring.

Daniyal Liaqat, Robert Wu, Andrea Gershon, Hisham Alshaer, Frank Rudzicz, Eyal de Lara

Proceedings of the 4th ACM Workshop on Wearable Systems and Applications, 2018

Speech in Smartwatch based Audio.

Daniyal Liaqat, Robert Wu, Andrea Gershon, Hisham Alshaer, Frank Rudzicz, Eyal de Lara

Proceedings of the 16th Annual International Conference on Mobile Systems, 2018

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

Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018

Learning multiview embeddings for assessing dementia.

Chloé Pou-Prom, Frank Rudzicz

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Toronto CL CLEF 2018 eHealth Task 1: Multi-lingual ICD-10 Coding using an Ensemble of Recurrent and Convolutional Neural Networks.

Serena Jeblee, Akshay Budhkar, Sasa Milic, Jeff Pinto, Chloé Pou-Prom, Krishnapriya Vishnubhotla, Graeme Hirst, Frank Rudzicz

Proceedings of the Working Notes of CLEF 2018, 2018

2017

Characterisation of voice quality of Parkinson's disease using differential phonological posterior features.

Milos Cernak, Juan Rafael Orozco-Arroyave, Frank Rudzicz, Heidi Christensen, Juan Camilo Vásquez-Correa, Elmar Nöth

Comput. Speech Lang., 2017

On the importance of normative data in speech-based assessment.

Zeinab Noorian, Chloé Pou-Prom, Frank Rudzicz

CoRR, 2017

Identifying and Avoiding Confusion in Dialogue with People with Alzheimer's Disease.

Hamidreza Chinaei, Leila Chan Currie, Andrew Danks, Hubert Lin, Tejas Mehta, Frank Rudzicz

Comput. Linguistics, 2017

The Effect of Photoperiod on the Mood of Reddit Users.

Kawin Ethayarajh, Frank Rudzicz

Cyberpsychology Behav. Soc. Netw., 2017

Reality recalled: Elders, memory and VR.

Martha J. Ladly, Thoreau Bakker, Kartikay Chadha, Glen Farrelly, Katie Micak, Gerald Penn, Frank Rudzicz

Proceedings of the 23rd International Conference on Virtual System & Multimedia, 2017

Multi-view representation learning via gcca for multimodal analysis of Parkinson's disease.

Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Raman Arora, Elmar Nöth, Najim Dehak, Heidi Christensen, Frank Rudzicz, Tobias Bocklet, Milos Cernak, Hamid R. Chinaei, Julius Hannink, Phani Sankar Nidadavolu, Maria Yancheva, Alyssa Vann, Nikolai Vogler

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

On the impact of non-modal phonation on phonological features.

Milos Cernak, Elmar Nöth, Frank Rudzicz, Heidi Christensen, Juan Rafael Orozco-Arroyave, Raman Arora, Tobias Bocklet, Hamidreza Chinaei, Julius Hannink, Phani Sankar Nidadavolu, Juan Camilo Vásquez-Correa, Maria Yancheva, Alyssa Vann, Nikolai Vogler

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

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

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Detecting Anxiety through Reddit.

Judy Hanwen Shen, Frank Rudzicz

Proceedings of the Fourth Workshop on Computational Linguistics and Clinical Psychology, 2017

Cloud-Based Speech Technology for Assistive Technology Applications (CloudCAST).

Stuart P. Cunningham, Phil D. Green, Heidi Christensen, José Joaquín Atria, André Coy, Massimiliano Malavasi, Lorenzo Desideri, Frank Rudzicz

Proceedings of the Harnessing the Power of Technology to Improve Lives, 2017

2016

Clear Speech: Technologies that Enable the Expression and Reception of Language

Frank Rudzicz

Synthesis Lectures on Assistive, Rehabilitative, and Health-Preserving Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-01599-1, 2016

Manifold Learning for Multivariate Variable-Length Sequences With an Application to Similarity Search.

Shen-Shyang Ho, Peng Dai, Frank Rudzicz

IEEE Trans. Neural Networks Learn. Syst., 2016

Acoustic-articulatory relationships and inversion in sum-product and deep-belief networks.

Frank Rudzicz, Arvid Frydenlund, Sean Robertson, Patricia Thaine

Speech Commun., 2016

Fast adaptive algorithms for optimal feature extraction from Gaussian data.

Youness Aliyari Ghassabeh, Frank Rudzicz, Hamid Abrishami Moghaddam

Pattern Recognit. Lett., 2016

The mean shift algorithm and its relation to kernel regression.

Youness Aliyari Ghassabeh, Frank Rudzicz

Inf. Sci., 2016

Principal differential analysis for detection of bilabial closure gestures from articulatory data.

Farook Sattar, Frank Rudzicz

Comput. Speech Lang., 2016

Speech Production in Speech Technologies: Introduction to the CSL Special Issue.

Karen Livescu, Frank Rudzicz, Eric Fosler-Lussier, Mark Hasegawa-Johnson, Jeff A. Bilmes

Comput. Speech Lang., 2016

Predicting health inspection results from online restaurant reviews.

Samantha Wong, Hamidreza Chinaei, Frank Rudzicz

CoRR, 2016

Sex, drugs, and violence.

Stefania Raimondo, Frank Rudzicz

CoRR, 2016

An Adaptive Psychoacoustic Model for Automatic Speech Recognition.

Peng Dai, Xue Teng, Frank Rudzicz, Ing Yann Soon

CoRR, 2016

An evolutionary approach for segmentation of noisy speech signals for efficient voice activity detection.

Farook Sattar, Frank Rudzicz, Moe Pwint

Artif. Intell. Res., 2016

Detecting late-life depression in Alzheimer's disease through analysis of speech and language.

Kathleen C. Fraser, Frank Rudzicz, Graeme Hirst

Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2016

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

Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

Speech Recognition in Alzheimer's Disease and in its Assessment.

Luke Zhou, Kathleen C. Fraser, Frank Rudzicz

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

CloudCAST - Remote Speech Technology for Speech Professionals.

Phil D. Green, Ricard Marxer, Stuart P. Cunningham, Heidi Christensen, Frank Rudzicz, Maria Yancheva, André Coy, Massimiliano Malavasi, Lorenzo Desideri, Fabio Tamburini

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Snoring sound classification from respiratory signal.

Mehrnaz Shokrollahi, Shumit Saha, Peyman Hadi, Frank Rudzicz, Azadeh Yadollahi

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

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

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Vector-space topic models for detecting Alzheimer's disease.

Maria Yancheva, Frank Rudzicz

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Speech Interaction with Personal Assistive Robots Supporting Aging at Home for Individuals with Alzheimer's Disease.

Frank Rudzicz, Rosalie Wang, Momotaz Begum, Alex Mihailidis

ACM Trans. Access. Comput., 2015

Perspectives on Speech and Language Interaction for Daily Assistive Technology: Introduction to Part 2 - Speaking and Reading Aids.

Frank Rudzicz, Heidi Christensen, François Portet, Jan Alexandersson

ACM Trans. Access. Comput., 2015

Perspectives on Speech and Language Interaction for Daily Assistive Technology: Overall Introduction to the Special Issue Part 3.

François Portet, Heidi Christensen, Frank Rudzicz, Jan Alexandersson

ACM Trans. Access. Comput., 2015

Perspectives on Speech and Language Interaction for Daily Assistive Technology: Introduction to Part 1 of the Special Issue.

Heidi Christensen, Frank Rudzicz, François Portet, Jan Alexandersson

ACM Trans. Access. Comput., 2015

2D Psychoacoustic modeling of equivalent masking for automatic speech recognition.

Peng Dai, Frank Rudzicz, Ing Yann Soon, Alex Mihailidis, Huijun Ding

Signal Process., 2015

Fast incremental LDA feature extraction.

Youness Aliyari Ghassabeh, Frank Rudzicz, Hamid Abrishami Moghaddam

Pattern Recognit., 2015

Sequential behavior prediction based on hybrid similarity and cross-user activity transfer.

Peng Dai, Shen-Shyang Ho, Frank Rudzicz

Knowl. Based Syst., 2015

Incremental algorithm for finding principal curves.

Youness Aliyari Ghassabeh, Frank Rudzicz

IET Signal Process., 2015

Learning measures of semi-additive behaviour.

Hamidreza Chinaei, Mohsen Rais-Ghasem, Frank Rudzicz

CoRR, 2015

Using linguistic features longitudinally to predict clinical scores for Alzheimer's disease and related dementias.

Maria Yancheva, Kathleen C. Fraser, Frank Rudzicz

Proceedings of the 6th Workshop on Speech and Language Processing for Assistive Technologies, 2015

Automatic dysfluency detection in dysarthric speech using deep belief networks.

Stacey Oue, Ricard Marxer, Frank Rudzicz

Proceedings of the 6th Workshop on Speech and Language Processing for Assistive Technologies, 2015

Remote Speech Technology for Speech Professionals - the CloudCAST initiative.

Phil D. Green, Ricard Marxer, Stuart P. Cunningham, Heidi Christensen, Frank Rudzicz, Maria Yancheva, André Coy, Massimiliano Malavasi, Lorenzo Desideri

Proceedings of the 6th Workshop on Speech and Language Processing for Assistive Technologies, 2015

Automatic identification of received language in MEG.

Emilio Parisotto, Youness Aliyari Ghassabeh, Matt J. MacDonald, Adelina Cozma, Elizabeth W. Pang, Frank Rudzicz

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Lateralization in emotional speech perception following transcranial direct current stimulation.

Alex Francois-Nienaber, Jed A. Meltzer, Frank Rudzicz

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Classifying phonological categories in imagined and articulated speech.

Shunan Zhao, Frank Rudzicz

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

EEG dimensionality reduction in automatic identification of synonymy.

Emilio Parisotto, Youness Aliyari Ghassabeh, Siamak Freydoonnejad, Frank Rudzicz

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Emotional Affect Estimation Using Video and EEG Data in Deep Neural Networks.

Arvid Frydenlund, Frank Rudzicz

Proceedings of the Advances in Artificial Intelligence, 2015

2014

Noisy Source Vector Quantization Using Kernel Regression.

Youness Aliyari Ghassabeh, Frank Rudzicz

IEEE Trans. Commun., 2014

Speech recognition in Alzheimer's disease with personal assistive robots.

Frank Rudzicz, Rosalie Wang, Momotaz Begum, Alex Mihailidis

Proceedings of the 5th Workshop on Speech and Language Processing for Assistive Technologies, 2014

Combining Different Modalities in Classifying Phonological Categories.

Shunan Zhao, Frank Rudzicz

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2014

Automatic detection of expressed emotion in Parkinson's Disease.

Shunan Zhao, Frank Rudzicz, Leonardo G. Carvalho, Cesar Marquez-Chin, Steven R. Livingstone

Proceedings of the IEEE International Conference on Acoustics, 2014

Subject independent identification of breath sounds components using multiple classifiers.

Hisham Alshaer, Aditya Pandya, T. Douglas Bradley, Frank Rudzicz

Proceedings of the IEEE International Conference on Acoustics, 2014

Automatically identifying trouble-indicating speech behaviors in alzheimer's disease.

Frank Rudzicz, Leila Chan Currie, Andrew Danks, Tejas Mehta, Shunan Zhao

Proceedings of the 16th international ACM SIGACCESS conference on Computers & accessibility, 2014

2013

Adjusting dysarthric speech signals to be more intelligible.

Frank Rudzicz

Comput. Speech Lang., 2013

Automatic speech recognition in the diagnosis of primary progressive aphasia.

Kathleen C. Fraser, Frank Rudzicz, Naida L. Graham, Elizabeth Rochon

Proceedings of the Fourth Workshop on Speech and Language Processing for Assistive Technologies, 2013

Using text and acoustic features to diagnose progressive aphasia and its subtypes.

Kathleen C. Fraser, Frank Rudzicz, Elizabeth Rochon

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Variations in respiratory sounds in relation to fluid accumulation in the upper airways.

Azadeh Yadollahi, Frank Rudzicz, Aman Montazeri, T. Douglas Bradley

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Classification of vibratory patterns of the upper airway during sleep.

Hisham Alshaer, Frank Rudzicz, Tiago H. Falk, Wen-Hou Tseng, T. Douglas Bradley

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Automatic detection of deception in child-produced speech using syntactic complexity features.

Maria Yancheva, Frank Rudzicz

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Using articulatory likelihoods in the recognition of dysarthric speech.

Frank Rudzicz

Speech Commun., 2012

The TORGO database of acoustic and articulatory speech from speakers with dysarthria.

Frank Rudzicz, Aravind Kumar Namasivayam, Talya Wolff

Lang. Resour. Evaluation, 2012

Communication strategies for a computerized caregiver for individuals with Alzheimer's disease.

Frank Rudzicz, Rozanne Wilson, Alex Mihailidis, Elizabeth Rochon, Carol Leonard

Proceedings of the Third Workshop on Speech and Language Processing for Assistive Technologies, 2012

Whole-Word Recognition from Articulatory Movements for Silent Speech Interfaces.

Jun Wang, Ashok Samal, Jordan R. Green, Frank Rudzicz

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Sentence recognition from articulatory movements for silent speech interfaces.

Jun Wang, Ashok Samal, Jordan R. Green, Frank Rudzicz

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Production Knowledge in the Recognition of Dysarthric Speech.

Frank Rudzicz

PhD thesis, 2011

Articulatory Knowledge in the Recognition of Dysarthric Speech.

Frank Rudzicz

IEEE ACM Trans. Audio Speech Lang. Process., 2011

Acoustic transformations to improve the intelligibility of dysarthric speech.

Frank Rudzicz

Proceedings of the Second Workshop on Speech and Language Processing for Assistive Technologies, 2011

Using acoustic measures to predict automatic speech recognition performance for dysarthric speakers.

Kinfe Tadesse Mengistu, Frank Rudzicz, Tiago H. Falk

Proceedings of the 7th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2011

Adapting acoustic and lexical models to dysarthric speech.

Kinfe Tadesse Mengistu, Frank Rudzicz

Proceedings of the IEEE International Conference on Acoustics, 2011

Comparing Humans and Automatic Speech Recognition Systems in Recognizing Dysarthric Speech.

Kinfe Tadesse Mengistu, Frank Rudzicz

Proceedings of the Advances in Artificial Intelligence, 2011

2010

Towards a Heuristic Categorization of Prepositional Phrases in English with WordNet

Frank Rudzicz, Serguei A. Mokhov

CoRR, 2010

Towards a noisy-channel model of dysarthria in speech recognition.

Frank Rudzicz

Proceedings of the Workshop on Speech and Language Processing for Assistive Technologies, 2010

Identifying articulatory goals from kinematic data using principal differential analysis.

Michael Reimer, Frank Rudzicz

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Adaptive Kernel Canonical Correlation Analysis for Estimation of Task Dynamics from Acoustics.

Frank Rudzicz

Proceedings of the IEEE International Conference on Acoustics, 2010

Correcting Errors in Speech Recognition with Articulatory Dynamics.

Frank Rudzicz

Proceedings of the ACL 2010, 2010

2009

Phonological features in discriminative classification of dysarthric speech.

Frank Rudzicz

Proceedings of the IEEE International Conference on Acoustics, 2009

Applying discretized articulatory knowledge to dysarthric speech.

Frank Rudzicz

Proceedings of the IEEE International Conference on Acoustics, 2009

Summarizing multiple spoken documents: finding evidence from untranscribed audio.

Xiaodan Zhu, Gerald Penn, Frank Rudzicz

Proceedings of the ACL 2009, 2009

2008

A critical assessment of spoken utterance retrieval through approximate lattice representations.

Siavash Kazemian, Frank Rudzicz, Gerald Penn, Cosmin Munteanu

Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

2007

Comparing speaker-dependent and speaker-adaptive acoustic models for recognizing dysarthric speech.

Frank Rudzicz

Proceedings of the 9th International ACM SIGACCESS Conference on Computers and Accessibility, 2007

2006

Put a grammar here: bi-directional parsing in multimodal interaction.

Frank Rudzicz

Proceedings of the Extended Abstracts Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006

Clavius: Bi-Directional Parsing for Generic Multimodal Interaction.

Frank Rudzicz

Proceedings of the ACL 2006, 2006

2004

A framework for 3D visualisation and manipulation in an immersive space using an untethered bimanual gestural interface.

Yves Boussemart, François Rioux, Frank Rudzicz, Michael Wozniewski, Jeremy R. Cooperstock

Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 2004