Ritesh Sarkhel
@sarkhelritesh
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I mine multimodal data | PhD Retweets, Likes, Replies are not endorsements | Opinions are personal
Joined January 2011
Stuff that I was working on for the past year but couldnt talk about publicly. Hello Rufus 🐶.
nytimes.com
The tech giant introduced the Rufus chatbot. It has lagged behind others on introducing consumer-facing generative artificial intelligence.
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Rufus 🐶 is here to help you on Amazon if you're shopping from North America today. Better attribute search, open-ended QA, product recommendation, and general chitchat all in one app 💫. #LLM #Amazon #Rufus.
aboutamazon.com
Rufus is now available to all U.S. customers in the Amazon Shopping app and on desktop.
Stuff that I was working on for the past year but couldnt talk about publicly. Hello Rufus 🐶.
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Wow!.
NeurIPS 2024 will have a track for papers from high schoolers.
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RT @mertdumenci: you: i use Claude 3 Opus for coding.me: i use the Amazon Shopping app for coding
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RT @fly51fly: [CL] Noise-Aware Training of Layout-Aware Language Models.R Sarkhel, X Ren, L B Costa, G Su, V Perot, Y Xie, E Koukoumidis, A….
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NAT introduces a systematic way to train layout-aware #LLMs on noisy documents. It reduces labeling cost w.o. drop in perf and works in multi-lingual settings out-of-the-box. Thank you for the shout out @_akhaliq. This was truly a labor of love during my time @GoogleAI.
Noise-Aware Training of Layout-Aware Language Models. A visually rich document (VRD) utilizes visual features along with linguistic cues to disseminate information. Training a custom extractor that identifies named entities from a document requires a large number of
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@kdd_news More details about the competition rules, the prize pool, and the dataset is here:
aicrowd.com
Revolutionise E-Commerce with LLM!
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Very cool!.
Have you ever done a dense grid search over neural network hyperparameters? Like a *really dense* grid search? It looks like this (!!). Blueish colors correspond to hyperparameters for which training converges, redish colors to hyperparameters for which training diverges.
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RT @curiouswavefn: 1/n: There are some academic papers that are so brilliantly and so accessibly written and so universal in scope that the….
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RT @RobDonnelly47: Friends don't let friends make bad charts!. Chenxin Li, pulled together a lot of great advice for data visualization, wi….
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🤯🤯.
Can finally talk some GPU numbers publicly 🙃.By the end of the year, Meta will have 600k H100-equivalent GPUs. Feel free to guess what's already deployed and being used 😉!
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Its that time of the year again! Data management folks working on #HCI consider submitting to #HILDA24. I've attended #HILDA both physically and virtually in the past. It's been great fun both times 🚀 @SIGMODConf @hildaworkshop.
@SIGMODConf Workshop on Human-In-the-Loop Data Analytics (HILDA) is coming to Santiago, Chile! This year we are also featuring HILDA and Large Language Models (#LLMs) theme. Call for Papers: Submissions deadline is April 7, 2024 AOE. #HILDA2024 #SIGMOD24
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This is fun!. Using only a restaurant, tell us where you went to college.
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RT @jeffbigham: today, i'm thankful for all the limitations and remaining problems that LLMs have, because this means we'll all have jobs f….
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