nzhiltsov

5 ms·

1.
by nzhiltsov 1y ago
GPU retrieval can rival HNSW/IVFPQ on both latency and recall. LinkedIn's LiNR (Feed OON recsys) and SJS and Meta's MoL already deploy exhaustive k-NN at production scale on A100/H100 nodes. See my full post for the tech
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by nzhiltsov 1y ago
This is our team’s work on LLM productionization for RecSys from a year ago. Since September 2024, it has powered the most member experience in job recommendations and search at Linkedin. A strong example of thoughtful ML system design, it
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Dun and Bradstreet Acquires Orb Intelligence(dnb.com)
1 points by nzhiltsov 7y ago|0 comments
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Practical Insights for NLP Applications – Part II(medium.com)
1 points by nzhiltsov 7y ago|0 comments
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Naacl ’19 Notes: Practical Insights for Natural Language Processing Applications(medium.com)
2 points by nzhiltsov 7y ago|0 comments
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Answered: How do I learn mathematics for machine learning?(quora.com)
2 points by nzhiltsov 8y ago|0 comments
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12th Russian Summer School in Information Retrieval (RuSSIR 2018)(romip.ru)
1 points by nzhiltsov 8y ago|0 comments
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Follow-celeb.com – Top Celebrities to follow on social media(follow-celeb.com)
1 points by nzhiltsov 9y ago|1 comments
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Deep Learning Book (2016)(amazon.com)
35 points by nzhiltsov 10y ago|2 comments
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Artificial Intelligence Review channel: AI, chatbots, conversational commerce(telegram.me)
2 points by nzhiltsov 10y ago|0 comments
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Big Data for Business Hackathon(bigdatasummit.ru)
1 points by nzhiltsov 11y ago|0 comments
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FieldedSDM – A retrieval model for effective search of structured documents(github.com)
11 points by nzhiltsov 11y ago|0 comments
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Vasily: Enabling Powerful NLP and Search in Ruby(github.com)
1 points by nzhiltsov 11y ago|0 comments
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Enabling state-of-the-art NLP/Search in Java/PHP/Python/Haskell/Racket(cllkazan.quora.com)
2 points by nzhiltsov 11y ago|0 comments
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NLP/Search in Haskell: SDK for Textocat API Is Out(github.com)
1 points by nzhiltsov 11y ago|0 comments
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5 minutes for Russian Science(nzhiltsov.blogspot.com)
1 points by nzhiltsov 11y ago|0 comments
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Crowdsourcing a Corpus for Search of Business News (for Russian Native Speakers)(linkedin.com)
1 points by nzhiltsov 11y ago|0 comments
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Unofficial Python SDK for Textocat API(github.com)
1 points by nzhiltsov 11y ago|0 comments
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Official Java SDK for Textocat API, a Text Analytics SaaS(github.com)
3 points by nzhiltsov 11y ago|0 comments
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by nzhiltsov 12y ago
I would say this is by no means a flaw of Linked Data (the Semantic Web approach). There is an essential duality in many domains, including mathematics. For example, we can adhere different approaches to describe the math theory as a whole
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by nzhiltsov 12y ago
Well, your suggestion? Could you pick up the right parent element in the ontology?
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by nzhiltsov 12y ago
Yep, there is a lot of cool stuff on formalizing maths rigorously, called informally 'computer mathematics'. We give a brief overview of this work in our papers. Moreover, for the interested reader, I would suggest paying close at
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by nzhiltsov 12y ago
About tools, in case you've missed it on the website, we suggest using Protege as a visualization tool and an ontology editor. Indeed, we suffer from the absence of a web UI that visualizes the ontology neatly. But this is due to the l
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by nzhiltsov 12y ago
For now, we measure coverage on our test collection of scholarly papers from our university's journal, and it is sufficient only for it. However, there are concepts from the following fields of mathematics: geometry (pretty advanced, b
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by nzhiltsov 12y ago
Concerning scope, we focus on professional-level mathematics (Pro suffix emphasizes that). It is ready to use, and we describe a formula search mashup ( https://github.com/CLLKazan/MathSearch ) built atop of the ontology
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by nzhiltsov 12y ago
All right, I think we shall answer all these fair questions on the website. For motivation, please feel free to peruse our research papers that are publicly available from the website. As we note, [1-2] addresses to the Semantic Web communi
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by nzhiltsov 12y ago
Hi, nice to here. I'm a co-author. Let me clarify some of your points. 1) Indeed, we consider visualization of graph dependencies in OntoMathPro as an important application for learning. Given sufficient coverage of relationships betwe
28.
by nzhiltsov 12y ago
To be precise, AM is related to so-called 'computer mathematics'. In this project, we do not aim at modelling mathematics for theorem provers or similar things. Our applications (e.g. keyword-based formula search, education, infor
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OntoMathPro Ontology – A hub for math knowledge(ontomathpro.org)
59 points by nzhiltsov 12y ago|15 comments
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Google, LinkedIn and Yandex campuses (photos)(nzhiltsov.blogspot.com)
1 points by nzhiltsov 12y ago|0 comments

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