Nathan Roll

According to our database, Nathan Roll authored at least 8 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Entanglement as Memory: Mechanistic Interpretability of Quantum Language Models.

Nathan Roll

CoRR, March, 2026

The Roots of Performance Disparity in Multilingual Language Models: Intrinsic Modeling Difficulty or Design Choices?

Chen Shani, Yuval Reif, Nathan Roll, Dan Jurafsky, Ekaterina Shutova

CoRR, January, 2026

Categorize Early, Integrate Late: Divergent Processing Strategies in Automatic Speech Recognition.

Nathan Roll, Pranav Bhalerao, Martijn Bartelds, Arjun Pawar, Yuka Tatsumi, Tolúlopé Ògúnrèmí, Chen Shani, Calbert Graham, Meghan Sumner, Dan Jurafsky

CoRR, January, 2026

2025

The Text Aphasia Battery (TAB): A Clinically-Grounded Benchmark for Aphasia-Like Deficits in Language Models.

Nathan Roll, Jill Kries, Flora Jin, Catherine Wang, Ann Marie Finley, Meghan Sumner, Cory Shain, Laura Gwilliams

CoRR, November, 2025

PolyPrompt: Automating Knowledge Extraction from Multilingual Language Models with Dynamic Prompt Generation.

Nathan Roll

CoRR, February, 2025

In-Context Learning Boosts Speech Recognition via Human-like Adaptation to Speakers and Language Varieties.

Nathan Roll, Calbert Graham, Yuka Tatsumi, Kim Tien Nguyen, Meghan Sumner, Dan Jurafsky

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

GreyBox at SemEval-2024 Task 4: Progressive Fine-tuning (for Multilingual Detection of Propaganda Techniques).

Nathan Roll, Calbert Graham

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

2023

PSST! Prosodic Speech Segmentation with Transformers.

Nathan Roll, Calbert Graham, Simon Todd

Proceedings of the 27th Conference on Computational Natural Language Learning, 2023