pkms🍕 @PrakamyaMishra Twitter profile

Pinned Tweet

pkms🍕

6 months

🚨 Excited to share that our latest work on "Clustering-based sampling for few-shot cross-domain keyphrase extraction" has been accepted at the Findings of EACL 2024! 🚨 🔗 Checkout our paper: #EACL2024 #NLProc @AmazonScience @manningcics @eaclmeeting

This link will take you to a page that’s not on LinkedIn

lnkd.in

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pkms🍕

@PrakamyaMishra

4 months

We are growing our GenAI team in India and will be #hiring machine learning research scientists/engineers at multiple levels. As part of our team, you will work on interesting methods and techniques to efficiently train LLMs and image/video generation AI models on large clusters.

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pkms🍕

@PrakamyaMishra

3 years

@SaeedDiCaprio Well for the time being 🤷

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pkms🍕

@PrakamyaMishra

8 months

I’m happy to share that I’m starting a new position as an Applied Research Engineer at @AMD in the Generative AI team. 🥳

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pkms🍕

@PrakamyaMishra

3 years

@AndrewYNg :"(

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pkms🍕

@PrakamyaMishra

10 months

Preparing for an NLP Research interview?🫣 Here is a mind map for all things to cover before the interview. Although this might not cover everything, but it touches on all the topics covering anything related to transformer architecture. Feel free to recommend what I have missed!

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pkms🍕

@PrakamyaMishra

3 years

@NateDiaz209 @GamebredFighter wanna say something?

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pkms🍕

@PrakamyaMishra

4 months

Please have a look at the job postings below: 1. 2. [These roles are based in India] #ai #machinelearning #generativeai #AMD #hiring #research #phd

Machine Learning Research Engineer - Generative AI in Bangalore, India | Advanced Micro Devices, Inc

AMD | Careers Home is hiring a Machine Learning Research Engineer - Generative AI in Bangalore, India. Review all of the job details and apply today!

careers.amd.com

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pkms🍕

@PrakamyaMishra

11 months

Unfortunately our long paper work submitted to #EMNLP2023 was not accepted-3,3,2,4 scores. Although we were not satisfied with the reviews (also meta-review), we plan to improve it and submit it to EACL. Would have been better if we could contest the final decision @emnlpmeeting .

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pkms🍕

@PrakamyaMishra

10 months

In this ~1 year of ML research job search, I have learned more about transformers/model parallelism/MLSys/Scaling/LLMs in inference/SOTA research than from my internships, research projects, and collaborations. Something positive during these rough times. 📈🤯

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pkms🍕

@PrakamyaMishra

5 months

Just saw @allen_ai office is located a few blocks from my place. Kinda jealous of their lake view haha 😅

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pkms🍕

@PrakamyaMishra

1 year

Is it just me or right now it is highly competitive to get into ML Research roles as a new grad? Imposter Syndrome kicking in. 👀

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pkms🍕

@PrakamyaMishra

7 months

Only you and the people you started with know how far you have come. Be grateful, humble, driven and never forget where you aim to go. It's all about the vision and the mindset you have developed throughout your struggle. Always aim to do justice to your potential! ✨

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pkms🍕

@PrakamyaMishra

2 years

Hey @alexa99 , Change my job title to Applied Science Intern @AmazonScience #Alexa Entertainment SLU team. 🗣️

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pkms🍕

@PrakamyaMishra

4 months

ICLR 2024 Accepted Blogs: Pretty cool blogs out here! Gonna spend Sunday evening over this! 🧐 #ICLR2024

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pkms🍕

@PrakamyaMishra

1 year

Still waiting for the reviewers to respond to our rebuttal during the discussion period. #EMNLP2023

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pkms🍕

@PrakamyaMishra

11 months

Just submitted my 2nd paper for the year. I guess now is a good time to take a break from "Research, coz I enjoy doing it" and start doubling down on my job hunt! 🥲 PS: I am looking for AI/ML opportunities. Feel free to reach out if you are hiring!🫣 #NLProc #AI #ML

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pkms🍕

@PrakamyaMishra

6 months

To all graduates My job hunt: Fail Fail Fail Fail Fail . . . Fail Succeed Just don’t leave it half way. Like my brother said it to me once: “You only need one conversation. Don’t think about all the rejects you get. Only focus on your next potential offer..”. remove the noise 💭

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pkms🍕

@PrakamyaMishra

3 months

Just got to know about the @PyTorch documentary that is going to be released on 18 June 2024! Trailer looks dope!

PyTorch Documentary Trailer

Here's a sneak peek of the PyTorch Documentary in collaboration with Speakeasy Productions. Here from key founders and innovators of the PyTorch project from...

www.youtube.com

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pkms🍕

@PrakamyaMishra

10 months

📢 Excited to share that our work on "Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization" has been accepted at SyntheticData4ML workshop @NeurIPSConf 🥳 🤔 Can we use hallucinations from LLMs to generate preference data for factuality alignment?

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pkms🍕

@PrakamyaMishra

3 years

When you just completed your workout and go to the kitchen to get the protein but mom's making paratha and say's "Abhi khale, 10 din baad to ja hi raha hai" 😂🥲

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pkms🍕

@PrakamyaMishra

3 months

The most exciting part of research: to start writing your initial idea :p

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pkms🍕

@PrakamyaMishra

5 months

Finally some sun in Seattle 😌☀️

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pkms🍕

@PrakamyaMishra

6 months

You know what I like about being a researcher? The field is always evolving and that too in my field it’s exponential! You always have something to aim, something to chase and something to be proud of. The best part is, this translates to other parts/habits in my life. ✨

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pkms🍕

@PrakamyaMishra

10 months

📢 Excited to share our new paper "Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization". Looking forward to attending #NeurIPS2023 in person!🥳🤗

pkms🍕

@PrakamyaMishra

10 months

📢 Excited to share that our work on "Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization" has been accepted at SyntheticData4ML workshop @NeurIPSConf 🥳 🤔 Can we use hallucinations from LLMs to generate preference data for factuality alignment?

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pkms🍕

@PrakamyaMishra

3 years

If you know you know.

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pkms🍕

@PrakamyaMishra

8 months

🌲

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pkms🍕

@PrakamyaMishra

3 years

Constraint optimization problem of packing your luggage for grad school is no joke. 🥲

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pkms🍕

@PrakamyaMishra

8 months

My sister made vada pav from scratch! 🤤 . . we live in different states :(

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@PrakamyaMishra

4 months

Pretty cool and helpful visual guide to how a transformer model looks like from inside:

Brendan Bycroft

@BrendanBycroft

9 months

Project #2 : LLM Visualization So I created a web-page to visualize a small LLM, of the sort that's behind ChatGPT. Rendered in 3D, it shows all the steps to run a single token inference. (link in bio)

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pkms🍕

@PrakamyaMishra

10 months

@osanseviero @ykilcher has covered a lot of those concepts in his videos. Also reading the paper after that would make it easier to read coz some papers like RoPE are math heavy and require a bit of intuition at start.

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pkms🍕

@PrakamyaMishra

3 years

📢 Excited to share that my (w/ Rohan Mittal) new independent paper "NeuralNERE: Neural Named Entity Relationship Extraction for End-to-End Climate Change Knowledge Graph Construction" has been accepted for Spotlight talk by the @ClimateChangeAI workshop at @icmlconf 2021. 1/4

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pkms🍕

@PrakamyaMishra

4 years

When did Christmas become so popular in India? I always thought it was just for the holiday 🤔

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pkms🍕

@PrakamyaMishra

6 months

I recently moved to Seattle, so please feel free to reach out if you would like to meet up. Would love to have an in person meet up with the research community here!

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pkms🍕

@PrakamyaMishra

8 months

My dream is to get an apartment in the middle of the city with a full length floor-to-ceiling window over two adjacent walls. Hoping to quote this tweet if I get it one day! 💭

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pkms🍕

@PrakamyaMishra

3 months

@MBTA

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pkms🍕

@PrakamyaMishra

1 year

EMNLP discussion period be like:

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pkms🍕

@PrakamyaMishra

3 years

Delighted to share that my latest lead-author independent research paper \w Rohan Mittal was one of the top 13 papers (of 89 accepted papers) accepted for a Spotlight Talk at @ClimateChangeAI workshop @icmlconf 2021 (Insanely low acceptance rate ~14.9% of the accepted papers).

pkms🍕

@PrakamyaMishra

3 years

📢 Excited to share that my (w/ Rohan Mittal) new independent paper "NeuralNERE: Neural Named Entity Relationship Extraction for End-to-End Climate Change Knowledge Graph Construction" has been accepted for Spotlight talk by the @ClimateChangeAI workshop at @icmlconf 2021. 1/4

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pkms🍕

@PrakamyaMishra

3 years

Atleast we got a new meme template 🤷🏻 #MayweatherPaul

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@PrakamyaMishra

3 years

My first time @icmlconf and I already know that I will be tuning in every year!😁 Had some interesting chats with some of the pioneer of the field. Would love to talk to you all and get to know about the work you are involved in. Ping me if you find me in the cafe or socials! 🤗

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pkms🍕

@PrakamyaMishra

8 months

I have always aspired to work as a researcher in a core AI team focusing on fundamental research since I started doing my undergraduate research. I am very excited and looking forward to contributing to the team with impactful and cutting-edge research! #NLProc #LLM #LLMs #GenAI

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pkms🍕

@PrakamyaMishra

3 years

*trying to book an appointment* :_(

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pkms🍕

@PrakamyaMishra

3 years

Can't wait to talk to you all during our talk on NeuralNERE at the ICML workshop on Tackling Climate Change using Machine Learning.

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pkms🍕

@PrakamyaMishra

4 months

I think I will start summarizing the papers I read here. More of a way to force me read these papers without any procrastination. Let’s see how much I stick to this tweet. More like a way to force me to be up to date with the field while doing research in industry. 😄

pkms🍕

@PrakamyaMishra

4 months

Super excited to go over the ICML papers this weekend!🧐 Congratulations to all the authors! 🥳

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@PrakamyaMishra

2 months

CVPR 2024 🙌🏻

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pkms🍕

@PrakamyaMishra

5 months

First time ran a billion parameter model on multi-node setting. Learned a lot and can’t wait to experiment more! 🤩

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pkms🍕

@PrakamyaMishra

7 months

You are a researcher when you share papers instead of memes :p

Raman Dutt

@RamanDutt4

7 months

@rohan99pandey I will send you a few papers to look at

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pkms🍕

@PrakamyaMishra

3 years

I am thrilled to share that my latest independent research work on "STEPs-RL: Speech-Text Entanglement for Phonetically Sound Representation Learning" has been accepted as a full paper for presentation @pakdd_social . Stay tuned for the camera-ready version.

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pkms🍕

@PrakamyaMishra

4 years

*open Twitter* *Scroll for some time* *Close Twitter* *Think of opening another app, but immediately opens Twitter again* Is it only me?🤔

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pkms🍕

@PrakamyaMishra

4 months

The X handlers for these conferences are getting better and better 😂

European Conference on Computer Vision #ECCV2024

@eccvconf

4 months

Are you ready for the reviews (to be released soon)?

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pkms🍕

@PrakamyaMishra

11 months

The worst thing you can do as an interviewer is to be condescending. Why bring your personal insecurities/trauma/issues and put it on the person you are interviewing. Just be professional about it.

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pkms🍕

@PrakamyaMishra

3 years

Some valuable stuff here. It was indeed one hell of a ride for you @RamanDutt4 . Since I was able to follow your journey firsthand I can say that the way you took those rejections (constructively) was very impressive. I never had a doubt that you won't make it. Happy fr you buddy!

Raman Dutt

@RamanDutt4

3 years

I enjoy giving advice (that nobody asked for) on graduate admissions. Wrote an extensive Reddit post to summarize my observations and some key takeaways - @PhDchatter @AcademicChatter

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pkms🍕

@PrakamyaMishra

3 years

You ever chilling then the memories hit you

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pkms🍕

@PrakamyaMishra

4 years

Happy #Diwali to y'all from me and my buddy Orange ✨ #AmongUs

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pkms🍕

@PrakamyaMishra

3 months

Never deleting this app. 😂

Yann LeCun

@ylecun

3 months

CoPE: Contextual Positional Encoding. A new paper from FAIR that @elonmusk could use to improve Grok.

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@PrakamyaMishra

10 months

NLP Twitter is getting out of my hands with so many new high-quality papers coming up daily. Keeping myself up to date is getting difficult. Lol yesterday only during one of my interviews for an ML role, I was asked to explain StreamLLM. Luckily I had glimpsed the paper before😪

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pkms🍕

@PrakamyaMishra

6 months

🌷

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pkms🍕

@PrakamyaMishra

10 months

Resources to learn about Varients of Transformers (Linformer/Longformer/Reformer/Roformer), Positional Encodings (Absosult, Relative, RoPE), Parallelism Techniques (Model/Data parallelism/ZeRO optimizer/Megatron LM). Also, do read the original papers afterward for more clarity.

pkms🍕

@PrakamyaMishra

10 months

@osanseviero @ykilcher has covered a lot of those concepts in his videos. Also reading the paper after that would make it easier to read coz some papers like RoPE are math heavy and require a bit of intuition at start.

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pkms🍕

@PrakamyaMishra

3 years

"Please stay safe everyone! 🤞" #COVID19India

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pkms🍕

@PrakamyaMishra

3 months

ARR released 2 of my reviews (OA/soundness: 3.5/3.5 & 3/3) and 1 remains (hoping for 4/4). The suspense continues!! 👀🫣

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pkms🍕

@PrakamyaMishra

5 months

Everyone looking forward to the solar eclipse...meanwhile me in Seattle with no sun for a week now :)

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pkms🍕

@PrakamyaMishra

3 years

Recursions are the worst, coz now I am overthinking about overthinking about overthinking too much.

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pkms🍕

@PrakamyaMishra

3 years

@alienelf When there is no need to fine-tune the embeddings for any other downstream task. At this stage, the embedding would have captured the overall contextual information it requires to perform any other downstream task with high accuracy.

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pkms🍕

@PrakamyaMishra

1 year

As a researcher, getting my paper accepted at a conference makes me happy, but the true happiness comes when the first time I see my research idea (just from my intuition) actually works and performs better than the existing approaches. Today is one of those days 😌

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pkms🍕

@PrakamyaMishra

6 months

Finally done with ACL submission. 🫠

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pkms🍕

@PrakamyaMishra

4 years

When I look back at my college life, I feel fortunate enough for having seniors like @_vijaynandwani @commandpaul @pallavi_gupta_ @shubhangikish @shubhang_a 💯

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pkms🍕

@PrakamyaMishra

5 months

One of the best advice I had got on how to start research, is to first start working on your intuition skills, then later learn how to transform your intuitions to into defined concepts. Implement after you have crisp concept definition. Iterate till you observe improvements.

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pkms🍕

@PrakamyaMishra

3 years

Thinking to do some research on climate change 🤔

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pkms🍕

@PrakamyaMishra

4 years

Imagine needing to absolutely destroy your muscles everyday just to feel mentally stable 😪

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pkms🍕

@PrakamyaMishra

6 months

💯 We then use sub-domain embeddings to give a score to each sample in the target domain, representing a relevance score of the sample to all the sub-domain topics corresponding each subdomain cluster.

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@PrakamyaMishra

3 years

@justinbieber performing at @jakepaul vs @Benaskren

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pkms🍕

@PrakamyaMishra

3 years

I suggest making "Graduate Applications Process" a benchmark test for testing patience. Why though? Patience while waiting for: -Decision on your research papers: 4-6mo 😕 -Admission decisions: 3-5mo 😥 -New COVID guidelines: 2mo 😨 -Visa appointment: 2mo 😖 Want me to cont.?🥴

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pkms🍕

@PrakamyaMishra

4 years

15 . 7 . 2020 GRADUATION ✅ #Classof2020

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pkms🍕

@PrakamyaMishra

4 years

Moving on from your ex is ok, but have you ever tried moving on from an old project?😜

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pkms🍕

@PrakamyaMishra

3 months

Weekend plans: learn some Triton and write some GPU programming code. Kinda excited to learn more about how these kernels work! 😬

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pkms🍕

@PrakamyaMishra

6 months

🧐 Key observations: - Stratified clustering-based samplings leads to relatively higher inter-sub-domain sample relevance, but compromises on intra-sub-domain semantic diversity.

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pkms🍕

@PrakamyaMishra

7 months

@soumithchintala With investments in GenAI efforts probably @AWS & @Google will also catch up to these numbers by end of 2024.

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@PrakamyaMishra

3 months

🫰🏻

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pkms🍕

@PrakamyaMishra

3 years

#NewProfilePic

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pkms🍕

@PrakamyaMishra

4 years

My brother @Prakhar_mishra9 asking us to stop clicking pictures while we were clicking 100s, coz we love him a lot and are super proud of him to join @Columbia this spring for his masters. Ps: did I miss how proud and excited I am? 🤭

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pkms🍕

@PrakamyaMishra

3 years

Perfect timing for my paper presentation. Just a day before going! Great start to Grad life haha 😅

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pkms🍕

@PrakamyaMishra

4 years

Damn, waking up fresh and early is some real boss shit 🤔

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pkms🍕

@PrakamyaMishra

6 months

Isn’t it addicting to try to be the best version of yourself everyday? Not only the rewards compound over time, but it also acts like a self alignment check towards your objective. And this is what RLHF does while training. Keep improving and you will get there. :)

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pkms🍕

@PrakamyaMishra

5 months

Finalizing on a couch online is more difficult than I expected :')

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pkms🍕

@PrakamyaMishra

4 years

After I started following @abhi1thakur 's #youtubechannel , I got really inspired and started my #kaggle journey by uploading a dataset that I have recently created. This dataset(India AQ 2020) is about #pollution in #India during the #lockdown . #dataset :

This link will take you to a page that’s not on LinkedIn

lnkd.in

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pkms🍕

@PrakamyaMishra

3 years

Was way too tempted to eat biryani just because my feed was filled with "Eid, Eidi...."

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pkms🍕

@PrakamyaMishra

6 months

It is interesting to see how non AI researchers (or the ones not involved with the field) don't understand how much of the components of these larger API based LLMs are derived from open research and how the field is developing so fast because of the open source nature.

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pkms🍕

@PrakamyaMishra

3 years

My mom in family functions when I was a year old. FYI I am a triplet 🥳

CCTV_IDIOTS

@cctv_idiots

3 years

This clip just gets funnier as the seconds go by 😂😂😂

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@PrakamyaMishra

5 months

Work is getting exciting! 😬

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@PrakamyaMishra

10 months

Would love to chat and know more about opportunities in your team if you are hiring for ML/NLP research roles! 😄 #NLProc #LLMs #nlp #ML #AI #jobsearch

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pkms🍕

@PrakamyaMishra

5 months

ARR rebuttal ✅🤞🏻

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pkms🍕

@PrakamyaMishra

3 years

café, diner, cinema what? let's go on a date to my gym ;)

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@PrakamyaMishra

6 months

Paper submission week 🫠

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@PrakamyaMishra

11 months

@kchonyc My paper (using davinci) before submission 😂

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@PrakamyaMishra

3 years

@elonmusk All this is awesome @elonmusk ! But what happens if....😥

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@PrakamyaMishra

1 year

@HJCH0 I think if you want to work with LMs I would highly advise you to first understand what they are (also read the paper attention is all you need) and also try implementing the transformer model from scratch. You will learn a lot doing this.

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pkms🍕

@PrakamyaMishra

7 months

@vipul_1011 I usually plan two weeks before the deadline. Each day each section in the first week. Second week first half is for stitching the sections together and second half is for revisions. So each day I only have to spend 3hrs max on the paper.

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@PrakamyaMishra

6 months

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11 months

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@PrakamyaMishra

7 months

🫶🏻

ACL 2024

@aclmeeting

7 months

As a result, no anonymity period will be required for papers submitted for the Feb. 1, 2024 TACL deadline or the Feb. 15, 2024 ARR deadline (). The submissions themselves must still be fully anonymized. (2/4) #NLproc

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