Marktechpost

OCTOBER 22, 2024

A team of researchers from Carnegie Mellon University introduced PANGEA, a multilingual multimodal LLM designed to bridge linguistic and cultural gaps in visual understanding tasks. PANGEA represents a significant step forward in creating inclusive and robust multilingual multimodal LLMs. Don’t Forget to join our 50k+ ML SubReddit.

Large Language Models 108

Large Language Models Data Scarcity Inference Engine LLM 108

Marktechpost

JULY 22, 2024

However, acquiring such datasets presents significant challenges, including data scarcity, privacy concerns, and high data collection and annotation costs. Artificial (synthetic) data has emerged as a promising solution to these challenges, offering a way to generate data that mimics real-world patterns and characteristics.

AI Researcher 122

AI Researcher AI Research Data Scarcity Prompt Engineer 122

Marktechpost

AUGUST 12, 2024

The Mutation strategy prompts the LLM to modify vulnerable code samples, ensuring that the changes do not alter the code’s original functionality. The Injection strategy involves retrieving similar vulnerable and clean code samples, with the LLM injecting the vulnerable logic into the clean code to create new samples.

Large Language Models 109

Large Language Models Data Scarcity Software Engineer LLM 109

Marktechpost

AUGUST 5, 2024

LLMs are suggested to complete the SiST task because of their enormous success with machine and spoken translation. Starting with the read-write policy, which requires LLM only to offer partial translation for input speech, integrating LLM into the SiST takes work. If you like our work, you will love our newsletter.

Data Scarcity 117

Data Scarcity LLM Natural Language Processing NLP 117

Marktechpost

JANUARY 8, 2025

While deep learning’s scaling effects have driven advancements in AI, particularly in LLMs like GPT, further scaling during training faces limitations due to data scarcity and computational constraints. Also,dont forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup.

Data Scarcity 48

Data Scarcity LLM Deep Learning AI 48

Marktechpost

SEPTEMBER 15, 2024

This surprising trend highlights the continued relevance of SLMs and raises important questions about their role in the LLM era, a topic previously overlooked in research. This study examines the role of SMs in the LLM era from two perspectives: collaboration with LLMs and competition against them.

BERT 120

BERT LLM Large Language Models Categorization 120