LLM火了有两年多了,从BERT开始就更久,以前有BERT4Rec,最近一年大量的长尾问题应用都有跟进,在点击率(CTR)预测中处理长序列用户行为时,LLMs的效率是一个重要的障碍。为了解决这个问题,提出了一种行为聚合分层编码(BAHE)方法,以提高基于LLM的CTR模型的效率。 具体表现在: LLM本身内存需求增加; 相同行为多次Encoding...
Introduction LLM-增强的核心类别注释(LLM-Enhanced Core Class Annotation): 这一步骤使用大型语言模型(LLM)来识别文档的“核心类别”,即最能描述该文档的细粒度类别。通过LLM生成关键词来丰富原始的类别体系,提高类别的区分度,并使用这些关键词来帮助精确地选择核心类别。 基于语料库的分类体系富化(Corpus-Based Taxono...
Evaluation in machine learning (ML) product development is a rich topic with a long history. However, Large language models (LLMs) represent a significant deviation from the known path and introduce a lot of unknowns. Since the same LLM can be flexibly applied in a wide range of contexts b...
Free Demo & Consult - LLM-Enhanced Intent Recognition w/ Amazon BedrockBy: 1904labs Unleash the power of large language models (LLM) using Amazon Bedrock in your chat and voice bots to effortlessly elevate your bots abilities to understand your customer and what their needs are, in their own...
In light of this, we propose an L LM-enhanced d A tabase Tuner , called LATuner . Firstly, since KT often suffers from the cold-start problem, we harness the extensive domain knowledge of LLMs to identify critical knobs and to warm start the tuning process, thus obtaining high-quality ...
Unlike prior methods modifying prompts through predefined rules, ALERT-Motion uses LLMs' knowledge of human motion to autonomously generate subtle yet powerful adversarial text descriptions. It comprises two key modules: an adaptive dispatching module that constructs an LLM-based agent to iteratively ...
ChatAnything: Facetime Chat with LLM-Enhanced Personas Yilin Zhao*, Xinbin Yuan*, Shanghua Gao*, Zhijie Lin, Qibin Hou, Jiashi Feng, Daquan Zhou* What will it be like to Facetime any imaginary concepts? Do you want to see what the LLM-based agent you have been chatting with looks lik...
Knowledge-Enhanced LLMs with Retrieval-Augmented Generation-徐海琳, 视频播放量 36、弹幕量 0、点赞数 1、投硬币枚数 2、收藏人数 0、转发人数 0, 视频作者 LLM4EDA暑期学校-复旦, 作者简介 ,相关视频:LLM for Verilog RTL Generation-贺培鑫博士,Exploring LLMs:Mi
You will get an Enhanced LLM Prompt Abish P. 4.9 Top Rated Let a pro handle the details BuyGenerative AIservices from Abish, priced and ready to go. How it works Project details You will receive a high-quality prompt that significantly improves performance, usability and can extract valuable ...
the reliability of LLMs. However, it can be hard to capture relevant facts for user questions based on just the semantic similarity, especially as questions becomes more complex and the relevant facts become more indirect. What if LLMs could query for relevant facts based on the user question...