Developing a hybrid language model for open vocabulary automatic speech recognition in a lecture speech task. - Marc-Antoine Rondeau; Richard C. Rose (ISSPA, 2012)

Recent improvements to NeuroCRFs for named entity recognition. - Marc-Antoine Rondeau; Yi Su (ASRU, 2015)

Full-rank linear-chain NeuroCRF for sequence labeling. - Marc-Antoine Rondeau; Yi Su (ICASSP, 2015)

LSTM-Based NeuroCRFs for Named Entity Recognition. - Marc-Antoine Rondeau; Yi Su (INTERSPEECH, 2016)

Systematic Error Analysis of the Stanford Question Answering Dataset. - Marc-Antoine Rondeau; Timothy J. Hazen (QA@ACL, 2018)

Distilling Structured Knowledge for Text-Based Relational Reasoning. - Jin Dong; Marc-Antoine Rondeau; William L. Hamilton (EMNLP (1), 2020)

Learning Dynamic Belief Graphs to Generalize on Text-Based Games. - Ashutosh Adhikari; Xingdi Yuan; Marc-Alexandre Côté; Mikulas Zelinka; Marc-Antoine Rondeau; Romain Laroche; Pascal Poupart; Jian Tang 005; Adam Trischler; William L. Hamilton (NeurIPS, 2020)

Learning Dynamic Knowledge Graphs to Generalize on Text-Based Games. - Ashutosh Adhikari; Xingdi Yuan; Marc-Alexandre Côté; Mikulas Zelinka; Marc-Antoine Rondeau; Romain Laroche; Pascal Poupart; Jian Tang 005; Adam Trischler; William L. Hamilton (CoRR, 2020)

CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling. - Yu Bai 018; Xiyuan Zou; Heyan Huang; Sanxing Chen; Marc-Antoine Rondeau; Yang Gao 016; Jackie C. K. Cheung (EMNLP, 2024)

Analyzing Task-Encoding Tokens in Large Language Models. - Yu Bai 018; Heyan Huang; Cesare Spinoso Di Piano; Marc-Antoine Rondeau; Sanxing Chen; Yang Gao 016; Jackie Chi Kit Cheung (CoRR, 2024)

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs. - Ziling Cheng; Meng Cao 003; Marc-Antoine Rondeau; Jackie CK Cheung (ACL (1), 2025)

Superintelligent Agents Pose Catastrophic Risks: Can Scientist AI Offer a Safer Path? - Yoshua Bengio; Michael K. Cohen; Damiano Fornasiere; Joumana Ghosn; Pietro Greiner; Matt MacDermott; Sören Mindermann; Adam Oberman; Jesse Richardson; Oliver Richardson; Marc-Antoine Rondeau; Pierre-Luc St-Charles; et al. (CoRR, 2025)

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs. - Ziling Cheng; Meng Cao 003; Marc-Antoine Rondeau; Jackie Chi Kit Cheung (CoRR, 2025)