Matthew Raffel
6 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐ Conference Polyglot (3) ๐ Cross-Pollinator (9) ๐ Renaissance Researcher (5) ๐บ๏ธ Taxonomy Completionist (14)
๐งญ
Keyword Pioneer
Conferences
ACL (3)
AAAI (1)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
simultaneous translation
(5)
large language model
(3)
neural machine translation
(2)
speech translation
(2)
low-rank adaptation
(1)
attention masking
(1)
kolmogorov-arnold network
(1)
simultaneous machine translation
(1)
streaming translation
(1)
speech segmentation
(1)
speech-to-text translation
(1)
cascaded system
(1)
voice activity detection
(1)
implicit memory
(1)
context mismatch
(1)
left context
(1)
kolmogorov-arnold transformer
(1)
machine translation
(1)
memory stall
(1)
automatic speech recognition
(1)
Papers
FlashKAT: Understanding and Addressing Performance Bottlenecks in the Kolmogorov-Arnold Transformer
AAAI 2026
BeaverTalk: Oregon State Universityโs IWSLT 2025 Simultaneous Speech Translation System
ACL 2025
Simul-LLM: A Framework for Exploring High-Quality Simultaneous Translation with Large Language Models
ACL 2024
Simultaneous Masking, Not Prompting Optimization: A Paradigm Shift in Fine-tuning LLMs for Simultaneous Translation
EMNLP 2024
Implicit Memory Transformer for Computationally Efficient Simultaneous Speech Translation
ACL 2023
Shiftable Context: Addressing Training-Inference Context Mismatch in Simultaneous Speech Translation
ICML 2023