Andrew Drozdov
@mrdrozdov.com
Research Scientist @ Mosaic x Databricks. Adaptive Methods for Retrieval, Generation, NLP, AI, LLMs https://mrdrozdov.github.io/
I think ARR used to do this? Seems like it’s missing in the recent cycle(s).
stats.aclrollingreview.org/iterations/2...
stats.aclrollingreview.org/iterations/2...
ARR Dashboard
stats.aclrollingreview.org
March 28, 2025 at 8:26 PM
I think ARR used to do this? Seems like it’s missing in the recent cycle(s).
stats.aclrollingreview.org/iterations/2...
stats.aclrollingreview.org/iterations/2...
A corollary here is that a relevant context might not improve the probability of the right answer.
March 22, 2025 at 11:51 AM
A corollary here is that a relevant context might not improve the probability of the right answer.
ris.utwente.nl
March 12, 2025 at 3:19 AM
---Born To Add, Sesame Street
---(sung to the tune of Bruce Springsteen’s Born to Run)
---(sung to the tune of Bruce Springsteen’s Born to Run)
March 12, 2025 at 3:19 AM
---Born To Add, Sesame Street
---(sung to the tune of Bruce Springsteen’s Born to Run)
---(sung to the tune of Bruce Springsteen’s Born to Run)
Embedding finetuning is not a new idea, but it's still overlooked IMO.
The promptagator work is one of the more impactful papers that show finetuning with synthetic data is effective.
arxiv.org/abs/2209.11755
The promptagator work is one of the more impactful papers that show finetuning with synthetic data is effective.
arxiv.org/abs/2209.11755
Promptagator: Few-shot Dense Retrieval From 8 Examples
Much recent research on information retrieval has focused on how to transfer from one task (typically with abundant supervised data) to various other tasks where supervision is limited, with the impli...
arxiv.org
February 26, 2025 at 12:54 AM
Embedding finetuning is not a new idea, but it's still overlooked IMO.
The promptagator work is one of the more impactful papers that show finetuning with synthetic data is effective.
arxiv.org/abs/2209.11755
The promptagator work is one of the more impactful papers that show finetuning with synthetic data is effective.
arxiv.org/abs/2209.11755
Search is the key to building trustworthy AI and will only be more important as we build more ambitious applications. With that in mind, there's not nearly enough energy spent improving the quality of search systems.
Follow the link for the full episode:
www.linkedin.com/posts/data-b...
Follow the link for the full episode:
www.linkedin.com/posts/data-b...
Data Brew by Databricks on LinkedIn: Join us on the latest Data Brew episode for a deep dive on Retrieval…
Join us on the latest Data Brew episode for a deep dive on Retrieval, rerankers, and RAG tips and tricks with our very own Andrew Drozdov, Research Scientist…
www.linkedin.com
February 26, 2025 at 12:53 AM
Search is the key to building trustworthy AI and will only be more important as we build more ambitious applications. With that in mind, there's not nearly enough energy spent improving the quality of search systems.
Follow the link for the full episode:
www.linkedin.com/posts/data-b...
Follow the link for the full episode:
www.linkedin.com/posts/data-b...
After frequent road runs during a Finland visit I tend to feel the same
January 23, 2025 at 4:07 AM
After frequent road runs during a Finland visit I tend to feel the same