On Losses for Modern Language Models. - Stephane Aroca-Ouellette; Frank Rudzicz (EMNLP (1), 2020)

PROST: Physical Reasoning about Objects through Space and Time. - Stephane Aroca-Ouellette; Cory Paik; Alessandro Roncone; Katharina Kann (ACL/IJCNLP (Findings), 2021)

The World of an Octopus: How Reporting Bias Influences a Language Model's Perception of Color. - Cory Paik; Stéphane Aroca-Ouellette; Alessandro Roncone; Katharina Kann (EMNLP (1), 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)

PROST: Physical Reasoning of Objects through Space and Time. - Stephane Aroca-Ouellette; Cory Paik; Alessandro Roncone; Katharina Kann (CoRR, 2021)

Hierarchical Reinforcement Learning for Ad Hoc Teaming. - Stéphane Aroca-Ouellette; Miguel Aroca-Ouellette; Upasana Biswas; Katharina Kann; Alessandro Roncone (AAMAS, 2023)

Eyes on the Game: Deciphering Implicit Human Signals to Infer Human Proficiency, Trust, and Intent. - Nikhil Hulle; Stéphane Aroca-Ouellette; Anthony J. Ries; Jake Brawer; Katharina von der Wense; Alessandro Roncone (RO-MAN, 2024)

Gaze-informed Signatures of Trust and Collaboration in Human-Autonomy Teams. - Anthony J. Ries; Stéphane Aroca-Ouellette; Alessandro Roncone; Ewart J. de Visser (CoRR, 2024)

PREDICT: Preference Reasoning by Evaluating Decomposed preferences Inferred from Candidate Trajectories. - Stephane Aroca-Ouellette; Natalie Mackraz; Barry-John Theobald; Katherine Metcalf (CoRR, 2024)

Implicitly Aligning Humans and Autonomous Agents through Shared Task Abstractions. - Stéphane Aroca-Ouellette; Miguel Aroca-Ouellette; Katharina von der Wense; Alessandro Roncone (CoRR, 2025)

Aligning LLMs by Predicting Preferences from User Writing Samples. - Stéphane Aroca-Ouellette; Natalie Mackraz; Barry-John Theobald; Katherine Metcalf (CoRR, 2025)

Towards Zero-Shot Coordination between Teams of Agents: The N-XPlay Framework. - Ava Abderezaei; Chi-Hui Lin; Joseph Miceli; Naren Sivagnanadasan; Stéphane Aroca-Ouellette; Jake Brawer; Alessandro Roncone (CoRR, 2025)