Precise knowledge distillation through top N reranking
We propose to use n-best reranking to improve sequence-level knowledge distillation (Kim and Rush, 2016), where we extract pseudo-labels for ...
Tag: Knowledge
Access control for vector stores using metadata filtering with Knowledge Bases for Amazon Bedrock
In November 2023, we announced Knowledge Bases for amazon Bedrock as generally available. Knowledge bases allow amazon Bedrock users to ...
Introducing Guardrails in Knowledge Bases for Amazon Bedrock
Knowledge Bases for amazon Bedrock is a fully managed feature that helps you securely connect Knowledge Base Models (FMs) in ...
Rethinking quality control dataset design: How does popular knowledge improve LLM accuracy?
Large language models (LLMs) have gained significant attention for their ability to store large amounts of factual knowledge within their ...
Build a self-service digital assistant using Amazon Lex and knowledge bases for Amazon Bedrock
Organizations are striving to implement efficient, scalable, cost-effective, and automated customer support solutions without compromising on customer experience. Generative artificial ...
Create natural conversations with Amazon Lex QnAIntent and Knowledge Bases for Amazon Bedrock
Customer service organizations today face an immense opportunity. As customer expectations grow, brands have the opportunity to creatively apply new ...
Server-side retrieval of entity-centric spoken knowledge queries for virtual assistants
On-device virtual assistants powered by automated speech recognition (ASR) require effective knowledge integration for challenging entity-rich query recognition. In this ...
Urgent knowledge editing through efficient tuning
Large language models (LLMs) have demonstrated impressive capabilities in different tasks and are bringing transformative changes to many domains. However, ...
Understanding visual knowledge of linguistic models | MIT News
You've probably heard that a picture is worth a thousand words, but can a large language model (LLM) get the ...
Will this Bitcoin cycle be shorter than usual? The analyst shares his knowledge
As the cryptocurrency community prepares for bitcoin's long-awaited explosive rally following the Halving event, popular market analyst and trader Rekt ...
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