Model Compression in the Era of Large Language Models Guest editors: Xianglong Liu; Michele Magno; Haotong Qin; Ruihao Gong; Tianlong Chen; Beidi Chen Large language models (LLMs), as series of large-scale, pre-trained, statistical language models based on neural networks, have achieved signif...
A scientific-article key-insight extraction system based on multi-actor of fine-tuned open-source large language modelsKey-insight extractionLarge Language Model fine-tuningAutomatic information extractionThe exponential growth of scientific articles has presented challenges in information organization and ...
model is then tested by comparing a large number of objects deduced from the model with real linguistic facts. This permits the model to be classified and evaluated according to the degree of its correspondence to the facts of the language and according to the degree to which it reveals ...
For example, large language models (LLMs) require data processing, graphics processing, storage, and shared services to function.8Organizations that have migrated their data to the cloud will be calling on that data every time the LLM operates, increasing cloud consumption. Cloud-enab...
Collecting representative, longitudinal speech corpora with paired consensus diagnoses is time-intensive and further impedes the development of large-scale corpora, which are required for developing diagnostic models based on supervised learning. Unfortunately, supervised models built on smaller-scale corpora ...
The goal here is to extract knowledge from the scientific literature that can subsequently be processed by computer algorithms. At first glance, a natural first step would be to use large language model (such as GPT36, Gopher7, MegaTron8or PaLM9) on each article to extract concepts and their...
This paper examines article use in the L2-English of adult and child speakers of Russian, an article-less language. In earlier work on articles in adult L2... T Ionin,ML Zubizarreta,V Philippov - 《Bilingualism Language & Cognition》 被引量: 64发表: 2009年 Effects of the degree of ob...
[2023.12.22] 我们发布了技术报告🔥🔥🔥YAYI 2: Multilingual Open-Source Large Language Models。 介绍 YAYI 2 是中科闻歌研发的新一代开源大语言模型,包括 Base 和 Chat 版本,参数规模为 30B。YAYI2-30B 是基于 Transformer 的大语言模型,采用了超过 2 万亿 Tokens 的高质量、多语言语料进行预训练。针对...
Large Language Model for Humanoid Cognition in Proactive Human-Robot Collaboration Proactive Human-Robot Collaboration (HRC), which aims to achieve mutual-cognitive, predictable, and self-organizing collaboration between multiple humans a... S Li,Z Wang,Z Yan,... - IEEE International Conference on ...
This could encompass anything from refining the language model for better understanding and response to user queries, to offering personalized recommendations based on past user interactions. In sum, maintaining a high standard of system and service quality could significantly heighten user satisfaction, ...