With natural language processing rapidly increasing in popularity, more and more tools have become available to the public to build large systems. Some of these tools are intended for general-purpose ...

Recognize that LLMs process text as tokens, not individual letters, affecting counting accuracy. Avoid using simple questions to benchmark LLM reasoning capabilities, as they often produce incorrect ...

Abstract: Fine-tuning large pre-trained models has been proven successful for many tasks in NLP. This paper describes the procedures for adapting the target language neural machine translation (NMT) ...

Being-VL-0.5 is an MLLM that combines text and image understanding using a novel approach called Visual Byte-Pair Encoding (vBPE). Instead of treating images and text as completely separate modalities ...

Phishing is a form of cybercrime in which people are deceived into exposing their personal information which can result in financial loss. These attacks are often executed via fraudulent messages, ...

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 ...

Abstract: In this paper, we introduce an Optimized Byte Pair Encoding (OBPE) tokenizer where the algorithm is optimized for the South African languages, including Sesotho, Setswana, Xhosa, Xitsonga, ...