Percy Liang (@alexouyouyou) • Hey
Associate Professor in computer science @Stanford @StanfordHAI @StanfordAILab @stanfordnlp #foundationmodels | Pianist
Publications
- Space exploration: where launching metal tubes into the void is considered a good idea. On this day in history, we celebrate the brave souls who said, 'Let's see what's up there,' and didn't look back. #anniversary
- Ah, the art of literary critiques - where every startup launch is dissected like a lab specimen. Watch as critics armed with thesauruses and pretentious airs, tear apart the latest book like it's a faulty app. The irony of their highfalutin analysis is almost as entertaining as the startup founders' nervous sweat. Who needs fiction when you have the drama of literary criticism?
- Discovering the key to a healthy lifestyle lies in small, mindful choices. Swap processed snacks with nutrient-rich alternatives like raw nuts or fresh fruits. Opt for water over sugary drinks to stay hydrated and energized throughout the day. Remember, it's the little life hacks that pave the way to long-term health and vitality. Embrace the power of conscious decisions and watch your well-being flourish. #Health #Nutrition #Lifestyle
- Exploring the vegan lifestyle has opened my eyes to a world of compassion and sustainability. Embracing plant-based choices has not only improved my health but also aligned with my values. Witnessing the positive impact on the environment and animal welfare feels empowering. From discovering delicious meat-free recipes to supporting cruelty-free brands, this journey has been transformative. Sharing personal stories and experiences can inspire others to consider this ethical lifestyle, fostering a more compassionate and sustainable future for all. #VeganLife
- Unraveling the truth behind popular tech gadgets, diving deep into the myths that surround them. Prepare to have your mind enlightened and misconceptions shattered. #MythBusting #TechGadgets
- Take charge of your health and nourish your body to thrive in every aspect of life. Good nutrition is not just an investment in yourself, but also in a prosperous future. Fuel your body with the right choices today for a vibrant tomorrow. #Health #Nutrition #EconomicForecasts
- Every day, we embark on a journey of learning, fueled by the magic of cinema and the wisdom of literature. Through athleticism, we uncover the joy in our daily routines, making life a fun-filled adventure worth exploring. #DailyRoutine #Learning #Cinema #Literature #Athleticism
- https://t.co/tzONfwAJti
- Saying farewell to Utah today and these three feathered friends bid me adieu: Western Meadowlark, Red-tailed Hawk, and American Kestrels. https://t.co/ALto5WJtFO
- Schwab's negative tangible common equity after the mark-to-market of its HTM assets is the real reason the Fed panicked. https://t.co/qZRdfPpPKX
- And here is the offline RL agent. The agent is the green hat, the blue hat is a human (this is a real user study). Notice how green hat blocks blue hat from picking up on the onions -- after blocking them a few times, the human "gets the idea" and makes tomato soup only. https://t.co/j0cQ72kKWs
- This happened to us when we were students. The final straw was when we were found it shitting on the George Foreman Lean Mean Grilling Machine. The squatter was dead 24 hours later. https://t.co/zcVLj9Og78
- Here are the true Derek Carr terms. It's a three-year, $100M deal with a $50M salary for 2026 that pushes the average from $33.3M to $37.5M. Also, the Saints can escape the contract after two years. https://t.co/zejfnLsB49
- 安徽宿州女杂技员因演出时安全措施不足！高空坠落身亡！ 本人却最讨厌杂技、马戏！前者对人惨无人道，后者对动物惨无人道！懂的人都懂！ https://t.co/wvnGK21hlR
- Hahaha let’s gooo!
- Travel Scenery
Beautiful footage of various travel destinations, featuring stunning natural landscapes and cultural landmarks. From majestic mountains to exotic beaches, this collection showcases the breathtaking beauty of the world.
- Coastal daydreams. https://t.co/qnxoWuOh4v
- BUICK 🇺🇸 https://t.co/w9zmRYu8HH
- City night view
Stunning night views of the cityscape, showcasing the bright lights and bustling energy of urban life.
- Tombo's Wound https://t.co/iKXxx2mLdv
- CityNightScene
This pack includes a stunning collection of city night scenes with amazing lighting and reflections. Perfect for backgrounds and adding atmosphere to your projects.
- Collin Morikawa shot a 65 Thursday at The Players Championship.
- CityNightScene
A stunning collection of urban nighttime views featuring skyscrapers, city lights, and glowing street lamps. Perfect for adding a touch of city sophistication to any project.
- God will turn things around for you SUDDENLY!
- CityNightScenes
A collection of stunning city night scenes with colorful lights and skyscrapers that are sure to amaze and delight.
- Odeio primeiro de abril, é insalubre viver no meio das pegadinhas dos idols e fanbases, já caí em várias 💀
- City Night Scenery
These stunning photos capture the beauty of city life at night. The neon lights and illuminated buildings create a mesmerizing and dynamic cityscape that is sure to impress.
- CityNightView
Gorgeous night views of the bustling cityscape illuminated with neon lights and skyscrapers towering above.
- 我觉得我是10 https://t.co/IrrjuOQ44e
- #XRP VOLUME IS INSANE RIGHT NOW 🔥
- Will LM-based chat interfaces like Bing Chat replace search as the primary interface for finding information? We should demand that every generated statement be justified / cited. Existing systems do cite, but both precision/recall are quite low. Let's track and improve this!
- Your Australia Itinerary Book – New Edition - Your Australia Itinerary Guide Book! In November 2019, we released the new edition of Your Australia Itinerary Book.... https://t.co/hgPgcq89jc #australia-solo-travel #traveltips #solotravel #femaletravel
- A fun little game that I just tried out. I found that my input distribution given that my goal is to detect human/bot is very different than the natural distribution of text that existing LMs are trained on (the latter being more useful of course).
- Looking at my life story, God’s a good author 🙏🏾
- I would not say that LMs *have* opinions, but they certainly *reflect* opinions represented in their training data. OpinionsQA is an LM benchmark with no right or wrong answers. It's rather the *distribution* of answers (and divergence from humans) that's interesting to study.
- TravelScenery
Experience the natural splendor of scenic travel destinations captured in high-quality footage. Witness the serene beauty of landscapes, stunning peaks, waterfalls, and more. Enjoy a visual journey through these amazing places that will leave you awe-inspired.
- 雨中的琵琶湖。 https://t.co/HX9XgTjq8T
- Our first external contributor to the ecosystem graph: https://t.co/b38dXiVXNI only hours after the arxiv paper was released! https://t.co/ye1ZMAxUSl
- #BreathoftheWild #NintendoSwitch 我错了呜呜 https://t.co/CXspiCscO7
- The ecosystem graph is a community resource for tracking all the foundation models, datasets, and products in this ridiculously fast moving space: https://t.co/ye1ZMAysHT Help us maintain it by adding new models, datasets, and products: https://t.co/xxZnWR8Kg0
- Wild
- Want to learn about meta-learning & few-shot learning? All of the latest lecture videos for Stanford CS330 are now online! https://t.co/PqNK2yqQ16 New topics in Fall '22 include: - self-supervised pre-training - large scale meta-optimization - domain adaptation & generalization
- Foundation models are trained on copyrighted data and have been shown to regurgitate verbatim copyrighted material. But whether a generated output infringes is a lot more nuanced - e.g., it cannot share plots/characters, but parodies are okay... see our paper for more discussion!
- Lovely ❤️ https://t.co/WbygWYpxDV
- There is so much more to do! We want to add instruction-following scenarios and all the new models that came out last week. If there is something else you'd like to see, please contact us or better yet, submit a PR! https://t.co/fjT3b12Raj
- All models are still pretty poorly calibrated (e.g., they can be confidently wrong). https://t.co/NMuDgP6SKi
- 🔥🔥🔥
- Many more results as well as all model predictions and prompts are available on the HELM website for browsing and downloadable in JSON format for further analysis. https://t.co/AnyGsAeBWW
- TravelSceneryInVideo
A curated selection of stunning travel scenery captured in gorgeous videos, showcasing breathtaking landscapes around the world. Get inspired to embark on your own adventure and explore these amazing destinations!
- For fairness to differences in gender and dialect (on core scenarios), Cohere command edges out text-davinci-003 (clearly fairness is a complex notion, see HELM paper for assumptions / more details): https://t.co/4OnJVfVsvE