← Authors

Frank Rudzicz

68 papers · 2006–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (10) 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (116) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (11) 🏃 Academic Marathon (20) 🐝 Cross-Pollinator (6) 🐺 Lone Wolf (3) 🔬 Deep Specialist (12) 🧬 Topic Evolution 👥 Mega-Team (26) 🤝 Dynamic Duo (11) 🏆 Keyword Champion 🗃️ Keyword Collector (297) ❓ The Questioner (5) ⚡ Prolific Year (9) 🚀 Conference Pioneer 💎 Century Club (66) 🔥 Unstoppable (9) 📈 Trend Setter

Conferences

ACL (18) EMNLP (17) NAACL (12) INTERSPEECH (7) COLING (3) IJCNLP (3) EACL (2) NIPS (2) AAAI (1) ICLR (1) MLHC (1) WACV (1)

Top co-authors

Zining Zhu (11) Bai Li (9) Xindi Wang (6) Yang Xu (5) Jekaterina Novikova (4) Hassan Sajjad (4) Guillaume Thomas (4) Robert Mercer (4) Elham Dolatabadi (4) Krishnapriya Vishnubhotla (4)

Research topics

Linguistics (1)

Keywords

large language model (7) text classification (7) representation learning (6) language model (6) word embedding (4) alzheimer disease (3) speech analysis (3) multi-label classification (3) transfer learning (2) fine-tuning attack (2) transformer language model (2) gaussian process (2) natural language processing (2) harmful fine-tuning (2) density estimation (2) text generation (2) multi-task learning (2) clinical text mining (2) anomaly detection (2) adversarial defense (2)

Papers

When Can We Trust LLMs in Mental Health? Large-Scale Benchmarks for Reliable LLM Evaluation EACL 2026
Is This LLM Library Learning? Evaluation Must Account For Compute and Behaviour EACL 2026
SphereEdit: Spherical Semantic Editing in Diffusion Models WACV 2026
Not Lost After All: How Cross-Encoder Attribution Challenges Position Bias Assumptions in LLM Summarization EMNLP 2025
Filtered not Mixed: Filtering-Based Online Gating for Mixture of Large Language Models ICLR 2025
CausalLink: An Interactive Evaluation Framework for Causal Reasoning ACL 2025
ACCORD: Closing the Commonsense Measurability Gap NAACL 2025
Trustworthy Medical Question Answering: An Evaluation-Centric Survey EMNLP 2025
Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification COLING 2024
Developing Multi-Disorder Voice Protocols: A team science approach involving clinical expertise, bioethics, standards, and DEI. INTERSPEECH 2024
Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification EMNLP 2024
Immunization against harmful fine-tuning attacks EMNLP 2024
Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation NAACL 2024
Long-form evaluation of model editing NAACL 2024
Self-Supervised Embeddings for Detecting Individual Symptoms of Depression INTERSPEECH 2024
Representation Noising: A Defence Mechanism Against Harmful Finetuning NIPS 2024
Whister: Using Whisper’s representations for Stuttering detection INTERSPEECH 2024
A State-Vector Framework for Dataset Effects EMNLP 2023
Improving Automatic Quotation Attribution in Literary Novels ACL 2023
Who needs context? Classical techniques for Alzheimer’s disease detection ACL 2023
Relevance in Dialogue: Is Less More? An Empirical Comparison of Existing Metrics, and a Novel Simple Metric ACL 2022
Detoxifying Language Models with a Toxic Corpus ACL 2022
Data-driven Approach to Differentiating between Depression and Dementia from Noisy Speech and Language Data COLING 2022
Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation ACL 2022
On the data requirements of probing ACL 2022
Neural reality of argument structure constructions ACL 2022
KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling ACL 2022
Language Modelling via Learning to Rank AAAI 2022
Predicting Fine-Tuning Performance with Probing EMNLP 2022
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support EMNLP 2022
Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation NIPS 2021
How is BERT surprised? Layerwise detection of linguistic anomalies ACL 2021
An Evaluation of Disentangled Representation Learning for Texts ACL 2021
An unsupervised framework for tracing textual sources of moral change EMNLP 2021
How is BERT surprised? Layerwise detection of linguistic anomalies IJCNLP 2021
An Evaluation of Disentangled Representation Learning for Texts IJCNLP 2021
Intraoperative Adverse Event Detection in Laparoscopic Surgery: Stabilized Multi-Stage Temporal Convolutional Network with Focal-Uncertainty Loss MLHC 2021
TorontoCL at CMCL 2021 Shared Task: RoBERTa with Multi-Stage Fine-Tuning for Eye-Tracking Prediction NAACL 2021
Explainable Clinical Decision Support from Text EMNLP 2020
Word class flexibility: A deep contextualized approach EMNLP 2020
Speaker Attribution with Voice Profiles by Graph-Based Semi-Supervised Learning INTERSPEECH 2020
To BERT or not to BERT: Comparing Speech and Language-Based Approaches for Alzheimer’s Disease Detection INTERSPEECH 2020
Representation Learning for Discovering Phonemic Tone Contours ACL 2020
Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP EMNLP 2020
Examining the rhetorical capacities of neural language models EMNLP 2020
An information theoretic view on selecting linguistic probes EMNLP 2020
On Losses for Modern Language Models EMNLP 2020
Augmenting word2vec with latent Dirichlet allocation within a clinical application NAACL 2019
Proceedings of the Eighth Workshop on Speech and Language Processing for Assistive Technologies NAACL 2019
Predicting ICU transfers using text messages between nurses and doctors NAACL 2019
Extracting relevant information from physician-patient dialogues for automated clinical note taking EMNLP 2019
Generative Adversarial Networks for Text Using Word2vec Intermediaries ACL 2019
Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power EMNLP 2019
How do we feel when a robot dies? Emotions expressed on Twitter before and after hitchBOT’s destruction NAACL 2019
Detecting cognitive impairments by agreeing on interpretations of linguistic features NAACL 2019
Detecting dementia in Mandarin Chinese using transfer learning from a parallel corpus NAACL 2019
Multilingual prediction of Alzheimer’s disease through domain adaptation and concept-based language modelling NAACL 2019
Learning multiview embeddings for assessing dementia EMNLP 2018
Speech Recognition in Alzheimer’s Disease and in its Assessment INTERSPEECH 2016
Vector-space topic models for detecting Alzheimer’s disease ACL 2016
CloudCAST — Remote Speech Technology for Speech Professionals INTERSPEECH 2016
Automatic detection of deception in child-produced speech using syntactic complexity features ACL 2013
Correcting Errors in Speech Recognition with Articulatory Dynamics ACL 2010
Proceedings of the NAACL HLT 2010 Student Research Workshop NAACL 2010
Summarizing multiple spoken documents: finding evidence from untranscribed audio IJCNLP 2009
Summarizing multiple spoken documents: finding evidence from untranscribed audio ACL 2009
Clavius: Bi-Directional Parsing for Generic Multimodal Interaction COLING 2006
Clavius: Bi-Directional Parsing for Generic Multimodal Interaction ACL 2006