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NLP: все n-граммы про анализ текстов. По всем дополнительным вопросам:

  • Towards NLP

    Confirmed: the new Bing runs on OpenAI’s GPT-4

    Congratulations to our partners at Open AI for their release of GPT-4 today. We are happy to confirm that the new Bing is running on GPT-4, customized for search. If you’ve used the new Bing in preview at any time in the last six weeks, you’ve already had an early look at the power of OpenAI’s latest model. As OpenAI makes updates to GPT-4 and beyond, Bing benefits from…

    Bing

  • Towards NLP

    //no model architecture or implementation details 👍

  • Towards NLP

    GPT-4

    We’ve created GPT-4, the latest milestone in OpenAI’s effort in scaling up deep learning. GPT-4 is a large multimodal model (accepting image and text inputs, emitting text outputs) that, while less capable than humans in many real-world scenarios, exhibits human-level performance on various professional and academic benchmarks.

    Openai

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  • Towards NLP

    To all women in this channel — all equal possibilities to pursue your career in computer science and become super cool professionals💪

  • Towards NLP

    Reinforcement Learning Summer School 10 day Summer School in Barcelona🏝 dedicated to the dive into Reinforcement Learning. * Where: The summer school will be in the Campus Poblenou at Universitat Pompeu Fabra in Barcelona (Spain). * When: June 26th to July 5th, 2023 * Suggested targeted audience: MsC and PhD students that are not yet expert in reinforcement learning but have prior knowledge in machine learning (some notions of reinforcement learning is also necessary). Post-docs, researchers and professionals working on related fields and willing to learn about reinforcement learning can also apply. * Application ends on March 27, 2023. The school has fees! For students, it is 200 Euros. The official website [link] The program [link] Application form [link]

  • Towards NLP

    Introducing ChatGPT and Whisper APIs >write a blog-post about ChatGPT API release >We are excited to announce the release of the ChatGPT API, which enables developers to integrate the power of OpenAI's cutting-edge language model into their applications. With this release, developers can access the full capabilities of ChatGPT, a large language model trained on vast amounts of text data, through a simple API. ChatGPT is a state-of-the-art language model that can understand natural language input and generate human-like responses. It can be used in a variety of applications, such as chatbots, virtual assistants, and customer service automation. By integrating the ChatGPT API into their applications, developers can provide their users with a more natural and intuitive experience. 📌Release notes [link]
    Introducing ChatGPT and Whisper APIs

    Developers can now integrate ChatGPT and Whisper models into their apps and products through our API.

    Openai

  • Towards NLP

    Join our Cloud HD Video Meeting

    Zoom is the leader in modern enterprise video communications, with an easy, reliable cloud platform for video and audio conferencing, chat, and webinars across mobile, desktop, and room systems. Zoom Rooms is the original software-based conference room solution used around the world in board, conference, huddle, and training rooms, as well as executive offices and classrooms. Founded in 2011, Zoom helps businesses and organizations bring their teams together in a frictionless environment to get more done. Zoom is a publicly traded company headquartered in San Jose, CA.

    Zoom Video

  • Towards NLP

    TowardsNLP Online Meetup Sooo... We are meeting each other on February 26th, 6pm (GM+1)📍 The link will be posted right before the event.

  • Towards NLP

    Sorry if you timezone is not covered🙏 If you have some questions, leave the comments, I will try to cover them and publish the recording later😉

  • Towards NLP

    Also, to have more or less structure of what to discuss, you can leave your the most desirable questions and topic here in the comments👇

  • Towards NLP

    TowardsNLP Online Meetup Fix the date — February 26th, let us have the online meeting where we can chat all about NLP🤗 The online question that I want to discuss is the time when exactly we should start a call. Please, select the option. The collected costs during the call will go to DaMigra that helps refugees in Germany.
    Home - DaMigra

    Empowerment! Highlights

    DaMigra

  • Towards NLP

    News from *GPT-World Or how the world has changed within a week! * Scientists from TUM and LMU (including me🙃) have published a statement paper how CharGPT can be (or not) used for teaching process. Of course, the possibilities are immersive, but still there are a lot of issues to be aware and solve. Check out the full paper [link]. * DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature [link]. Now we can detect generated papers! (almost) The idea is based on checking probabilities: if the change of the word is resulting in smaller probability to be generated by LM, then it was "not chosen" for generation. However, the results are arguable. Our students checked the system with CharGPT generated texts and the DetectGPT failed to catch them. * Bard empovered by LaMDA: coversational AI service by Google. [link] * GPT-3.5 is now integrated into Bing search 🤝. [link]
    ChatGPT for Good? On Opportunities and Challenges of Large Language Models for Education

    Large language models represent a significant advancement in the field of AI. The underlying technology is key to further innovations and, despite critical views and even bans within communities and regions, large language models are here to stay. This position paper presents the potential benefits and challenges of educational applications of large language models, from student and teacher perspectives. We briefly discuss the current state of large language models and their applications. We then highlight how these models can be used to create educational content, improve student engagement and interaction, and personalize learning experiences. With regard to challenges, we argue that large language models in education require teachers and learners to develop sets of competencies and literacies necessary to both understand the technology as well as their limitations and unexpected brittleness of such systems. In addition, a clear strategy within educational systems and a clear pedagogical approach with a strong…

    EdArXiv

  • Towards NLP

    Multimodal Deep Learning Book A comprehensive overview of state-of-the-art modes for NLP and CV as well as how they can be connected. Of course, text2img generation is included! Book #edu P.S. Big thanks to everyone for the reply and voting in the previous post🤗 Stay tuned for the further meeting details announcements 😉

  • Towards NLP

    TowardsNLP Online Meeting Greetings all subscribers of TowrdsNLP channel👋 I am very glad to have ~1.2k audience and hope that the material posted here is useful for you. I want to try new format to interact with you. In February, it will be 3 years of existence of the channel🎉 I started it as a platform for university seminars and now I continue to tell here about my research and research interests. During these years I had a huge amount of experience in Data Science and NLP, both industrial and academical. I want to schedule a Zoom meeting once in February evening where I can answer your questions and we can have a discussion: * about education in DS: comparison of traditional and innovative universities; * about pursuing PhD in DS/NLP; * about paper publishing; * about how to choose career track; * about modern NLP; * about DS education in EU (🇩🇪) and CIS countries; * I can talk about my research and PhD thesis; * or any other topic you suggest😉 There will be also financial purpose of this meeting: during the seminar I will start a fundraising (of course, it is not mandatory for participation in the call🤗) and collected donations will go to support Ukrainian refugees. Please, let me know if you are interested in such a meeting!

  • Towards NLP

    Friday's evening ACL submissions We live in a new reality... I am positively and negatively surprised at the same time🤔 Make AI research responsible again! The link to the blog: https://2023.aclweb.org/blog/ACL-2023-policy/

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  • Towards NLP

    Let's build GPT: from scratch, in code, spelled out. A new video from Andrej Karpathy Youtube-series "Neural Networks: Zero to Hero". The previous videos can introduce you to the basics of Neural Networks and language modeling. [link] Now it is about how to build your own GPT! Interesting not only for beginners, but for pro's as well to recap and grab new details🧐
    Neural Networks: Zero to Hero - YouTube

    YouTube

  • Towards NLP

    Text2Img: Recent Trends Learning Materials If you are like me how have read all the hype about text2img generation but did not have time ti dive into the models' details, I prepared the list of sources to learn the recent advantages of the topic. Estimation of time to go through all of it: 2-3 evenings. * [link] Amazing visualization of ALL models and papers that made text2img so cool as it is now: image detection -> fake image generation -> style transfer -> text2img. Really helps to track the history and understand the reason why it is going as it is going. * [link] Series of lectures from Fast.ai about Stable Diffusion. I really recommend to at least watch the first lecture (time code included) — it is enough to understand the main idea. Additionally, github repo with tutorials. * [link] After general idea, it is worth to watch CLIP paper analysis. * [link] Of course, thanks to Jay Alammar, we also have The Illustrated Stable Diffusion. * [link] The biggest dive into the code: The Annotated Diffusion Model (colab). Enjoy💪 P.S. There is a chance that I will create 1-2 lectures based on this material for TUM NLP course. Let me know, it you are interested in the recording. #edu #text2img
    AI Timeline - A history of text-to-image ML models — Fabian Mosele

    A historical timeline documenting the most important moments for creative AI models that can generate images. Curated by Fabian Mosele

    Fabian Mosele

  • Towards NLP

    Happy New 2023 Year! I will not hide, it was a tough year as for a citizen of Ukraine 🇺🇦 Thank it anyway to teach us to be more strong, to love more, and to know indeed your people ❤️ Let us support peace, love, and science in 2023! 🕊️