Conversations about Natural Language Processing
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Podcasts for the Pacific University Community. The CS205 podcast supports Mike Geraci's Introduction to Programming for Multimedia class. Each episode features a short lecture about a single concept in ActionScript 2.0. These lectures are designed to assist students with little or no experience with programming languages.
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CS224U

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Sam Bowman on benchmarking and AI alignment
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1:26:27
Lessons learned about benchmarking, adversarial testing, the dangers of over- and under-claiming, and AI alignment. Transcript: https://web.stanford.edu/class/cs224u/podcast/bowman/ Sam's website Sam on Twitter NYU Linguistics NYU Data Science NYU Computer Science Anthropic SNLI paper: A large annotated corpus for learning natural language inferenc…
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CS224U

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Amir Goldberg on the impact of AI
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AI and social science, the causal revolution in economics, predictions about the impact of AI, teaching MBAs, productizing AI, and a journey from Tel Aviv to Princeton to Stanford. Transcript: https://web.stanford.edu/class/cs224u/podcast/goldberg/ Amir's website Amir on Twitter Computational Culture Lab ChatGPT Laura Nelson Bart Bonikowski Chris W…
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CS224U

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Marie-Catherine de Marneffe on understanding your data
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Leaving Ohio, being back in Belgium, organizing NAACL 2022, reviewing at NLP-scale, universal dependencies, and doing NLU before it was cool. Transcript: https://web.stanford.edu/class/cs224u/podcast/demarneffe/ Marie's website Generating Typed Dependency Parses from Phrase Structure Parses Universal Dependencies project OSU Linguistics NAACL 2022 …
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CS224U

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Sasha Rush on NLP research, engineering, and education
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Coding puzzles, practices, and education, structured prediction, the culture of Hugging Face, large models, and the energy of New York. Transcript: https://web.stanford.edu/class/cs224u/podcast/rush/ Sasha's website Sasha on Twitter Sasha on the Humans of AI podcast Sasha on The Thesis Review Podcast with Sean Welleck Sasha on the Talking Machines …
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CS224U

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Diyi Yang on socially aware language technologies
1:21:49
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Moving to Stanford, linguistic and social variation, interventional studies, and shared stories and lessons learned from an ACL Young Rising Star. Transcript: https://web.stanford.edu/class/cs224u/podcast/yang/ Diyi's website Diyi on Twitter Dan Jurafsky The Stanford NLP Group Buford Highway in Atlanta Sweet tea VALUE paper AAE GLUE Negative concor…
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CS224U

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Maria Antoniak on cultural analytics
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Birth narratives, stable static representations, NLP for everyone, AI2 and Semantic Scholar, the mission of Ukrainian Catholic University, and books books books. Transcript: https://web.stanford.edu/class/cs224u/podcast/antoniak/ Maria's website Maria on Twitter Semantic Scholar Elliott Ash ETH Zurich Center for Law and Economics Text As Data (TADA…
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CS224U

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Percy Liang on the Center for Research on Foundation Models
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Realizing that Foundation Models are a big deal, scaling, why Percy founded CRFM, Stanford's position in the field, benchmarking, privacy, and CRFM's first and next 30 years. Transcript: https://web.stanford.edu/class/cs224u/podcast/liang/ Percy's website Percy on Twitter CRFM On the opportunities and risks of foundation models ELMo: Deep contextua…
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CS224U

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Roger Levy on computational psycholinguistics in the deep learning era
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From genes to memes, evidence in linguistics, central questions of computational psycholinguistics, academic publishing woes, and the benefits of urban density. Transcript: https://web.stanford.edu/class/cs224u/podcast/levy/ Roger's website Roger on Twitter Roger's courses The Selfish Gene Joan Bresnan John Rickford Chris Manning Noah Goodman Thoma…
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CS224U

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Kalika Bali on language technologies for a multilingual world
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1:29:07
Giving a TED talk, linguistic diversity, code switching and large language models, the Indian NLP scene, empowering women with language consultation work, Wordle, and "once a linguist, always a linguist". Transcript: https://web.stanford.edu/class/cs224u/podcast/bali/ Kalika's website Kalika on Twitter Kalika's TED talk Microsoft Research India HAL…
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CS224U

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Yulia Tsvetkov on ethical NLP
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Coast-to-coast professional journeys, multilingual NLP, teaching in a fast-changing field, the history of hate speech detection in NLP, ethics review of NLP research, research on sensitive topics, mentoring researchers, and optimizing for your own passions. Transcript: https://web.stanford.edu/class/cs224u/podcast/tsvetkov/ Yulia's website TsvetSho…
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CS224U

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Ellie Pavlick on true language understanding
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1:23:32
Grounding through pure language modeling objectives, the origins or probing, the nature of understanding, the future of system assessment, signs of meaningful progress in the field, and having faith in yourself. Transcript: https://web.stanford.edu/class/cs224u/podcast/pavlick/ Ellie's website The LUNAR Lab MIT Scientist Captures 90,000 Hours of Vi…
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CS224U

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Richard Socher on conviction in research
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The early days of the rise of deep learning in NLP, conviction, the importance of applied work in the current moment, start-up risks, the state of Web search, paramotoring, and over-looked gems in the U.S. National Park system. Transcript: https://web.stanford.edu/class/cs224u/podcast/socher/ Richard's website Richard's Twitter Richard's paramotori…
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CS224U

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Omar Khattab on neural information retrieval
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Pronouncing "ColBERT", the origins of ColBERT, doing NLP from an IR perspective, how getting "scooped" can be productive, OpenQA and related tasks, PhD journeys, why even retrieval plus attention is not all you need, multilingual knowledge-intensive NLP, and aiming high in research projects. Transcript: https://web.stanford.edu/class/cs224u/podcast…
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CS224U

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Adina Williams on deep linguistic analysis in NLP
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Neuroscience and neural networks, being a linguist in the world of NLP, evaluation methods, fine-grained NLI questions, the pace of research, and the vexing fact that, on the internet, people = men. Transcript: https://web.stanford.edu/class/cs224u/podcast/williams/ Adina's website Adina on Twitter Based on billions of words on the internet, people…
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CS224U

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Douwe Kiela on research at Hugging Face
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Hugging Face, multimodality, data and model auditing, ethics review, adversarial testing, attention as more and less than you ever needed, neural information retrieval, philosophy of mind and consciousness, augmenting human creativity, openness in science, and a defininitive guide to pronouncing Douwe. Transcript: https://web.stanford.edu/class/cs2…
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CS224U

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Rishi Bommasani on Foundation Models
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Deriving static representations from contextual ones, interdisciplinary research, training large models, the Foundation Models paper and CRFM, being an academic on Twitter, and progress in NLP. Transcript: https://web.stanford.edu/class/cs224u/podcast/bommasani/ Rishi's website Rishi on Twitter Bommasani et al 2020 On the opportunities and risks of…
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Boxercast for CS205

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Episode 9: Loops and loops and loops and loops and...
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Episode 9: Loops are a very powerful aspect of any programming language, they allow you to perform a series of actions quickly and efficiently. in this episode, we'll talk about all the different types of loops in ActionScript, with special emphais on the "for" loop.Michael Geraci tarafından oluşturuldu
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Episode 8: conditional statements are vital to any programming language. This podcast introduces you to "if" statements in ActionScript and their more versatile counterpart, the "switch".Michael Geraci tarafından oluşturuldu
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Episode 7 talks about how and why we pass a parameter to a function or a method. Some functions just need a little extra direction before they can do their job just like you and I need to know exactly what we're hungry for when we go to make a sandwich.Michael Geraci tarafından oluşturuldu
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Boxercast for CS205

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Episode 6: Objects, classes and a cheesy metaphor
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Episode 6 introduces a "big picture" concept: objects and classes, the pre-defined elements that swirl around the Flash universe, and the system by which they are organized. Key topics in this episode include: a discussion of methods and properties, a discussion about the power and glory of movieclips, the notion of instantiatiion; and inheritance.…
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Boxercast for CS205

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Episode 5: Meet your new friend, the variable
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Episode 5 introduces you to variables. You'll learn how to declare, initialize, set, and change a variable. The slightly more complex aspects of variables are also introduced: you'll hear about strict typing your variables, and the scope of variables.Michael Geraci tarafından oluşturuldu
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Boxercast for CS205

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Episode 4: When Textbook Examples go Terribly Wrong
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Episode 4 deciphers one of the first 'serious" code examples in the texbook. Chapter 4, page 77 features 12 lines of ActionScript that is designed to show how to use Boolean data types.Michael Geraci tarafından oluşturuldu
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Boxercast for CS205

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Episode 3: Fundamental Actionscript Syntax
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Episode 3 discusses some of the more important aspects of writing ActionScript. Topics include: naming instances, formatting statements, and the built-in utilities for checking your code for errors.Michael Geraci tarafından oluşturuldu
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Boxercast for CS205

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Episode 2: Events and Event Handlers
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Episode 2 introduces the concept of event-driven interactions in Flash. What are events? What types of events are there? How do you trigger reactions to them with ActionScript? All these will be discussed and more.Michael Geraci tarafından oluşturuldu
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Boxercast for CS205

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Episode 1: Getting Started with ActionScript
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Episode 1 covers some of the basics about Flash ActionScript, SWF files, the Flash player application, and how to start writing code. There is also some information about where to access the online documentation for Flash.Michael Geraci tarafından oluşturuldu
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