I'll have the pleasure this week to interview andrew drozdov senior research scientist at databricks on all things retrievals like: - RL for knowledge agents (see KARL) - learning representation pro...

Boost RAG agent quality with reranking—deliver more relevant answers in less time with a single parameter in Mosaic AI Vector Search.

Conference Template

Fine-tune embedding models on Databricks to enhance retrieval and RAG accuracy with synthetic data—no manual labeling required.

Encoder-only transformer models such as BERT offer a great performance-size tradeoff for retrieval and classification tasks with respect to larger decoder-only models. Despite being the workhorse of n...

Transformers dominate NLP and IR; but their inference inefficiencies and challenges in extrapolating to longer contexts have sparked interest in alternative model architectures. Among these, state spa...

So you Want Me to Review your Essays? Instructions: Read this blog post: https://mehtaver.se/how-to-write-a-statement-of-purpose-for-grad-school Review this video: https://www.youtube.com/watch?v=c...

YouTube video by Yoav Artzi

We propose a simple neural architecture for natural language inference. Our approach uses attention to decompose the problem into subproblems that can be solved separately, thus making it trivially pa...