Matthew Raffel

According to our database, Matthew Raffel authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

FlashKAT: Understanding and Addressing Performance Bottlenecks in the Kolmogorov-Arnold Transformer.

Matthew Raffel, Lizhong Chen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

MetaCluster: Enabling Deep Compression of Kolmogorov-Arnold Network.

Matthew Raffel, Adwaith Renjith, Lizhong Chen

CoRR, October, 2025

Towards Universal Semantics With Large Language Models.

Raymond Baartmans, Matthew Raffel, Rahul Vikram, Aiden Deringer, Lizhong Chen

CoRR, May, 2025

BeaverTalk: Oregon State University's IWSLT 2025 Simultaneous Speech Translation System.

Matthew Raffel, Victor Agostinelli, Lizhong Chen

Proceedings of the 22nd International Conference on Spoken Language Translation, 2025

2024

Simultaneous Masking, Not Prompting Optimization: A Paradigm Shift in Fine-tuning LLMs for Simultaneous Translation.

Matthew Raffel, Victor Agostinelli, Lizhong Chen

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Simul-LLM: A Framework for Exploring High-Quality Simultaneous Translation with Large Language Models.

Victor Agostinelli, Max Wild, Matthew Raffel, Kazi Ahmed Asif Fuad, Lizhong Chen

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Shiftable Context: Addressing Training-Inference Context Mismatch in Simultaneous Speech Translation.

Matthew Raffel, Drew Penney, Lizhong Chen

Proceedings of the International Conference on Machine Learning, 2023

Implicit Memory Transformer for Computationally Efficient Simultaneous Speech Translation.

Matthew Raffel, Lizhong Chen

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023