corpus.blog
56,966 blogs · [ { "id": "01a0823a-ed4c-714a-bbb9-de002bf109de", "title": "Vibe NLP for Applied NLP", "url": "https://speakerdeck.com/inesmontani/vibe-nlp-for-applied-nlp-2", "published_at": "2026-08-10T00:00:00+00:00" }, { "id": "01a0823a-ed4c-714a-bbb9-de002c18ceeb", "title": "Build-to-own AI: Agentic Development for Humans", "url": "https://speakerdeck.com/inesmontani/build-to-own-ai-agentic-development-for-humans", "published_at": "2026-07-24T00:00:00+00:00" }, { "id": "01a07df2-e808-70af-8338-29c95aa38278", "title": "Taking back control of your AI development", "url": "https://speakerdeck.com/inesmontani/taking-back-control-of-your-ai-development", "published_at": "2026-06-06T00:00:00+00:00" }, { "id": "01a0823a-ed4c-714a-bbb9-de002fac23d1", "title": "Vibe NLP for Applied NLP", "url": "https://speakerdeck.com/inesmontani/vibe-nlp-for-applied-nlp", "published_at": "2026-04-16T00:00:00+00:00" }, { "id": "01a0823a-ed4c-714a-bbb9-de00348fddfc", "title": "Building AI with AI", "url": "https://speakerdeck.com/inesmontani/building-ai-with-ai", "published_at": "2025-11-15T00:00:00+00:00" }, { "id": "01a07df2-e808-70af-8338-29c9618c3756", "title": "Conquering PDFs: document understanding beyond plain text", "url": "https://speakerdeck.com/inesmontani/conquering-pdfs-document-understanding-beyond-plain-text", "published_at": "2025-06-07T00:00:00+00:00" }, { "id": "01a07df2-e808-70af-8338-29c9620fa54e", "title": "Applied NLP in the Age of Generative AI: Future-Proof Strategies for Banking and Finance", "url": "https://speakerdeck.com/inesmontani/applied-nlp-in-the-age-of-generative-ai-future-proof-strategies-for-banking-and-finance", "published_at": "2025-06-05T00:00:00+00:00" }, { "id": "01a0823a-ed4c-714a-bbb9-de003b373cef", "title": "KI zwischen Freiheit und Kontrolle: The AI Revolution Will Not Be Monopolized", "url": "https://speakerdeck.com/inesmontani/ki-zwischen-freiheit-und-kontrolle-the-ai-revolution-will-not-be-monopolized", "published_at": "2025-04-10T00:00:00+00:00" }, { "id": "01a0823a-ed4c-714a-bbb9-de003cc37416", "title": "Künstliche Intelligenz: Technologie der Zukunft – und warum Open Source die Karten neu mischt", "url": "https://speakerdeck.com/inesmontani/kunstliche-intelligenz-technologie-der-zukunft-und-warum-open-source-die-karten-neu-mischt", "published_at": "2025-03-07T00:00:00+00:00" }, { "id": "01a0823a-ed4c-714a-bbb9-de003ec09183", "title": "What the history of the web can teach us about the future of AI", "url": "https://speakerdeck.com/inesmontani/what-the-history-of-the-web-can-teach-us-about-the-future-of-ai", "published_at": "2025-01-25T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c76814cee3", "title": "Reality is not an End-to-End Prediction Problem: Applied NLP in the Age of Generative AI", "url": "https://speakerdeck.com/inesmontani/reality-is-not-an-end-to-end-prediction-problem-applied-nlp-in-the-age-of-generative-ai", "published_at": "2024-10-17T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c7689123d2", "title": "Applied NLP with LLMs: Beyond Black-Box Monoliths", "url": "https://speakerdeck.com/inesmontani/applied-nlp-with-llms-beyond-black-box-monoliths", "published_at": "2024-10-09T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c76a565118", "title": "Taking LLMs out of the black box: A practical guide to human-in-the-loop distillation", "url": "https://speakerdeck.com/inesmontani/taking-llms-out-of-the-black-box-a-practical-guide-to-human-in-the-loop-distillation", "published_at": "2024-09-26T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c76b25cbd2", "title": "Applied NLP in the Age of Generative AI", "url": "https://speakerdeck.com/inesmontani/applied-nlp-in-the-age-of-generative-ai", "published_at": "2024-09-20T00:00:00+00:00" }, { "id": "01a0823a-ed4c-714a-bbb9-de004cfbadd4", "title": "10 Years of Open Source: Navigating the Next AI Revolution", "url": "https://speakerdeck.com/inesmontani/10-years-of-open-source-navigating-the-next-ai-revolution", "published_at": "2024-08-28T00:00:00+00:00" }, { "id": "01a0823a-ed4c-714a-bbb9-de004e002edc", "title": "Practical Tips for Bootstrapping Information Extraction Pipelines", "url": "https://speakerdeck.com/honnibal/practical-tips-for-bootstrapping-information-extraction-pipelines", "published_at": "2024-08-09T00:00:00+00:00" }, { "id": "01a0823a-ed4c-714a-bbb9-de0054eb8440", "title": "How to uncover and avoid structural biases in evaluating your Machine Learning/NLP projects", "url": "https://speakerdeck.com/sofievl/2024-06-16-pydata-london", "published_at": "2024-06-16T00:00:00+00:00" }, { "id": "01a0823a-ed4c-714a-bbb9-de0056566fe9", "title": "Towards Structured Data: LLMs from Prototype to Production", "url": "https://speakerdeck.com/inesmontani/towards-structured-data-llms-from-prototype-to-production", "published_at": "2024-06-12T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c773999fad", "title": "spaCy meets LLMs: Using Generative AI for Structured Data", "url": "https://speakerdeck.com/inesmontani/spacy-meets-llms-using-generative-ai-for-structured-data", "published_at": "2024-06-11T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c776cbec66", "title": "The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs", "url": "https://speakerdeck.com/inesmontani/the-ai-revolution-will-not-be-monopolized-how-open-source-beats-economies-of-scale-even-for-llms", "published_at": "2024-04-24T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c777c6f0d6", "title": "The AI Revolution Will Not Be Monopolized: Behind the scenes", "url": "https://speakerdeck.com/inesmontani/the-ai-revolution-will-not-be-monopolized-behind-the-scenes", "published_at": "2024-04-21T00:00:00+00:00" }, { "id": "01a0823a-ed4c-714a-bbb9-de005ca1accd", "title": "The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs", "url": "https://speakerdeck.com/inesmontani/the-ai-revolution-will-not-be-monopolized-how-open-source-beats-economies-of-scale-even-for-llms-qcon-london", "published_at": "2024-04-08T00:00:00+00:00" }, { "id": "01a0823a-ed4c-714a-bbb9-de005ca93a4f", "title": "Designing for tomorrow’s programming workflows", "url": "https://speakerdeck.com/honnibal/designing-for-tomorrows-programming-workflows", "published_at": "2024-04-04T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c78024a192", "title": "spacy-llm: From quick prototyping with LLMs to more reliable and efficient NLP solutions", "url": "https://speakerdeck.com/sofievl/2024-01-23-az", "published_at": "2024-01-23T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c78356b9d8", "title": "Herding LLMs Towards Structured NLP", "url": "https://speakerdeck.com/rmitsch/herding-llms-towards-structured-nlp", "published_at": "2023-12-12T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c78b760933", "title": "Half hour of labeling power: Can we beat GPT?", "url": "https://speakerdeck.com/inesmontani/workshop-half-hour-of-labeling-power-can-we-beat-gpt", "published_at": "2023-11-01T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c78d2a5557", "title": "How many Labelled Examples do you need for a BERT-sized Model to Beat GPT-4 on Predictive Tasks?", "url": "https://speakerdeck.com/honnibal/how-many-labelled-examples-do-you-need-for-a-bert-sized-model-to-beat-gpt-4-on-predictive-tasks", "published_at": "2023-10-25T00:00:00+00:00" }, { "id": "01a0823a-ed4c-714a-bbb9-de00802f1063", "title": "Large Language Models: From Prototype to Production", "url": "https://speakerdeck.com/inesmontani/large-language-models-from-prototype-to-production-europython-keynote", "published_at": "2023-07-19T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c7a24a51a2", "title": "spaCy: a customizable NLP toolkit designed for developers", "url": "https://speakerdeck.com/sofievl/2023-06-15-odsc", "published_at": "2023-06-15T00:00:00+00:00" }, { "id": "01a0823a-ed4c-714a-bbb9-de00885ca098", "title": "Large Language Models: From Prototype to Production", "url": "https://speakerdeck.com/inesmontani/large-language-models-from-prototype-to-production", "published_at": "2023-06-03T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c7a8feb890", "title": "You are what you read: Building a personal internet front-page with spaCy and Prodigy", "url": "https://speakerdeck.com/victorialslocum/pydata-berlin-2023", "published_at": "2023-04-18T00:00:00+00:00" }, { "id": "01a0823a-ed4c-714a-bbb9-de008cd6a915", "title": "Incorporating LLMs into practical NLP workflows", "url": "https://speakerdeck.com/inesmontani/incorporating-llms-into-practical-nlp-workflows", "published_at": "2023-04-17T00:00:00+00:00" }, { "id": "01a0823a-ed4c-714a-bbb9-de008e621fc1", "title": "Intro to NLP with spaCy for Digital Humanities", "url": "https://speakerdeck.com/victorialslocum/princeton-workshop-presentation", "published_at": "2023-04-04T00:00:00+00:00" }, { "id": "01a0823a-ed4d-73ae-b535-69ffecfeda7c", "title": "Is it possible to have entities within entities within entities?", "url": "https://speakerdeck.com/victorialslocum/pydata-global-2022-spancat", "published_at": "2022-12-03T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c7c3b25064", "title": "Solutions for Advanced NLP for Diverse Languages", "url": "https://speakerdeck.com/inesmontani/advanced-nlp-for-diverse-languages", "published_at": "2022-05-12T00:00:00+00:00" }, { "id": "01a0823a-ed4d-73ae-b535-6a000a0ffd71", "title": "What does “real-world NLP” look like and how can students get ready for it?", "url": "https://speakerdeck.com/inesmontani/applied-nlp-thinking", "published_at": "2021-06-10T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c7e17918df", "title": "Designing Practical NLP Solutions", "url": "https://speakerdeck.com/inesmontani/designing-practical-nlp-solutions", "published_at": "2020-06-18T00:00:00+00:00" }, { "id": "01a0823a-ed4d-73ae-b535-6a001adc5390", "title": "Building customizable NLP pipelines with spaCy", "url": "https://speakerdeck.com/sofievl/2020-02-19-spacy-pipelines", "published_at": "2020-02-19T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c7e82909e6", "title": "The Future of NLP in Python", "url": "https://speakerdeck.com/inesmontani/the-future-of-nlp-in-python-keynote-pycon-colombia-2020", "published_at": "2020-02-08T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c7e8d4003d", "title": "Künstliche Intelligenz Beyond the Hype", "url": "https://speakerdeck.com/inesmontani/kunstliche-intelligenz-beyond-the-hype", "published_at": "2019-11-09T00:00:00+00:00" }, { "id": "01a0823a-ed4d-73ae-b535-6a0024a57161", "title": "Let Them Write Code", "url": "https://speakerdeck.com/inesmontani/let-them-write-code-keynote-pycon-india-2019", "published_at": "2019-10-13T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c7ec714709", "title": "Using spaCy with Hugging Face Transformers", "url": "https://speakerdeck.com/honnibal/spacy-meets-transformers", "published_at": "2019-10-12T00:00:00+00:00" }, { "id": "01a0823a-ed4d-73ae-b535-6a0025958654", "title": "spaCy and the future of multi-lingual NLP", "url": "https://speakerdeck.com/inesmontani/spacy-and-the-future-of-multi-lingual-nlp", "published_at": "2019-10-09T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c7eeebdb19", "title": "Entity linking for spaCy: Grounding textual mentions", "url": "https://speakerdeck.com/sofievl/2019-10-01-el-spacy", "published_at": "2019-10-01T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c7f2414eff", "title": "spaCy and Explosion: past, present & future", "url": "https://speakerdeck.com/inesmontani/spacy-and-explosion-past-present-and-future", "published_at": "2019-07-06T00:00:00+00:00" }, { "id": "01a07df2-e809-737c-b64d-f5c7fb0eac58", "title": "Practical transfer learning for NLP with spaCy and Prodigy", "url": "https://speakerdeck.com/inesmontani/practical-transfer-learning-for-nlp-with-spacy-and-prodigy", "published_at": "2019-01-28T00:00:00+00:00" }, { "id": "01a0823a-ed4d-73ae-b535-6a00353d2fdb", "title": "The AI Revolution will not be Monopolized", "url": "https://speakerdeck.com/inesmontani/the-ai-revolution-will-not-be-monopoilized", "published_at": "2018-11-22T00:00:00+00:00" }, { "id": "01a0823a-ed4d-73ae-b535-6a0036dfd1ea", "title": "How to Ignore Most Startup Advice and Build a Decent Software Business", "url": "https://speakerdeck.com/inesmontani/how-to-ignore-most-startup-advice-and-build-a-decent-software-business", "published_at": "2018-07-26T00:00:00+00:00" }, { "id": "01a0823a-ed4d-73ae-b535-6a0038cfb535", "title": "Embed, encode, attend, predict", "url": "https://speakerdeck.com/honnibal/embed-encode-attend-predict-a-four-step-framework-for-understanding-neural-network-approaches-to-natural-language-understanding-problems", "published_at": "2018-05-28T00:00:00+00:00" } ] posts Claim your blog
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2026

Vibe NLP for Applied NLPoriginal ↗
10 Aug 2026
Build-to-own AI: Agentic Development for Humansoriginal ↗
24 Jul 2026
Taking back control of your AI developmentoriginal ↗
6 Jun 2026
Vibe NLP for Applied NLPoriginal ↗
16 Apr 2026

2025

Building AI with AIoriginal ↗
15 Nov 2025
Conquering PDFs: document understanding beyond plain textoriginal ↗
7 Jun 2025
Applied NLP in the Age of Generative AI: Future-Proof Strategies for Banking and Financeoriginal ↗
5 Jun 2025
KI zwischen Freiheit und Kontrolle: The AI Revolution Will Not Be Monopolizedoriginal ↗
10 Apr 2025
Künstliche Intelligenz: Technologie der Zukunft – und warum Open Source die Karten neu mischtoriginal ↗
7 Mar 2025
What the history of the web can teach us about the future of AIoriginal ↗
25 Jan 2025

2024

Reality is not an End-to-End Prediction Problem: Applied NLP in the Age of Generative AIoriginal ↗
17 Oct 2024
Applied NLP with LLMs: Beyond Black-Box Monolithsoriginal ↗
9 Oct 2024
Taking LLMs out of the black box: A practical guide to human-in-the-loop distillationoriginal ↗
26 Sept 2024
Applied NLP in the Age of Generative AIoriginal ↗
20 Sept 2024
10 Years of Open Source: Navigating the Next AI Revolutionoriginal ↗
28 Aug 2024
Practical Tips for Bootstrapping Information Extraction Pipelinesoriginal ↗
9 Aug 2024
How to uncover and avoid structural biases in evaluating your Machine Learning/NLP projectsoriginal ↗
16 Jun 2024
Towards Structured Data: LLMs from Prototype to Productionoriginal ↗
12 Jun 2024
spaCy meets LLMs: Using Generative AI for Structured Dataoriginal ↗
11 Jun 2024
The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMsoriginal ↗
24 Apr 2024
The AI Revolution Will Not Be Monopolized: Behind the scenesoriginal ↗
21 Apr 2024
The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMsoriginal ↗
8 Apr 2024
Designing for tomorrow’s programming workflowsoriginal ↗
4 Apr 2024
spacy-llm: From quick prototyping with LLMs to more reliable and efficient NLP solutionsoriginal ↗
23 Jan 2024

2023

Herding LLMs Towards Structured NLPoriginal ↗
12 Dec 2023
Half hour of labeling power: Can we beat GPT?original ↗
1 Nov 2023
How many Labelled Examples do you need for a BERT-sized Model to Beat GPT-4 on Predictive Tasks?original ↗
25 Oct 2023
Large Language Models: From Prototype to Productionoriginal ↗
19 Jul 2023
spaCy: a customizable NLP toolkit designed for developersoriginal ↗
15 Jun 2023
Large Language Models: From Prototype to Productionoriginal ↗
3 Jun 2023
You are what you read: Building a personal internet front-page with spaCy and Prodigyoriginal ↗
18 Apr 2023
Incorporating LLMs into practical NLP workflowsoriginal ↗
17 Apr 2023
Intro to NLP with spaCy for Digital Humanitiesoriginal ↗
4 Apr 2023

2022

Is it possible to have entities within entities within entities?original ↗
3 Dec 2022
Solutions for Advanced NLP for Diverse Languagesoriginal ↗
12 May 2022

2021

What does “real-world NLP” look like and how can students get ready for it?original ↗
10 Jun 2021

2020

Designing Practical NLP Solutionsoriginal ↗
18 Jun 2020
Building customizable NLP pipelines with spaCyoriginal ↗
19 Feb 2020
The Future of NLP in Pythonoriginal ↗
8 Feb 2020

2019

Künstliche Intelligenz Beyond the Hypeoriginal ↗
9 Nov 2019
Let Them Write Codeoriginal ↗
13 Oct 2019
Using spaCy with Hugging Face Transformersoriginal ↗
12 Oct 2019
spaCy and the future of multi-lingual NLPoriginal ↗
9 Oct 2019
Entity linking for spaCy: Grounding textual mentionsoriginal ↗
1 Oct 2019
spaCy and Explosion: past, present & futureoriginal ↗
6 Jul 2019
Practical transfer learning for NLP with spaCy and Prodigyoriginal ↗
28 Jan 2019

2018

The AI Revolution will not be Monopolizedoriginal ↗
22 Nov 2018
How to Ignore Most Startup Advice and Build a Decent Software Businessoriginal ↗
26 Jul 2018
Embed, encode, attend, predictoriginal ↗
28 May 2018