Abstract: Multilingual automatic speech recognition (ASR) requires tokenization that efficiently covers many writing systems. Byte-level BPE (BBPE) using UTF-8 is widely adopted for its ...
Abstract: Byte pair encoding(BPE) is an approach that segments the corpus in such a way that frequent sequence of characters are combined; it results to having word surface forms divided into its' ...
That finding from the University of Massachusetts, Amherst, has become the defining statistic of the generative AI era. But for the engineers and data scientists staring at a terminal, the problem isn ...
AI Singapore (AISG) and Alibaba Cloud have released a large language model (LLM) that has been improved to address the linguistic and cultural nuances of Southeast Asia. Dubbed Qwen-Sea-Lion-v4, it ...
Language modeling plays a foundational role in natural language processing, enabling machines to predict and generate text that resembles human language. These models have evolved significantly, ...
Cybersecurity researchers have discovered a novel attack technique called TokenBreak that can be used to bypass a large language model's (LLM) safety and content moderation guardrails with just a ...
We present the B-spline Encoded Action Sequence Tokenizer (BEAST), a novel action tokenizer that encodes action sequences into compact discrete or continuous tokens using B-splines. In contrast to ...