mahfuz @mahfuzibnalam
Ph.D. student of George Mason University Joined April 2017-
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In beautiful Malta to attend #EACL2024 and to present our paper "CoDET: A Benchmark for Contrastive Dialectal Evaluation of Machine Translation". This was carried out at my time at George Mason #NLProc with my great colleagues @mahfuzibnalam and @anas_ant: arxiv.org/abs/2305.17267
After a long wait, I'm very excited to share that our paper "BIG-C: a Multimodal Multi-Purpose Dataset for Bemba" has been accepted to @aclmeeting #ACL2023NLP #NLProc Cc: @LacunaFund @MasakhaneNLP @anas_ant
I'm delighted to share that our paper, 'Zambezi Voice: A Multilingual Speech Corpus for Zambia Languages' submitted to @ISCAInterspeech has been accepted. Collaborative work done by @UnzaNLP x @anas_ant Preprint, code and data coming soon! #INTERSPEECH2023
Excited to release LIMIT - a confusion-based hierarchical method to expand language coverage in pre-trained models and a compiled MT+LangID benchmark dataset of children's stories! With @mahfuzibnalam @anas_ant Preprint: arxiv.org/abs/2305.14263 Repo: github.com/magarw/limit
📢 Large-Scale MT for African Languages! 📢 Are you interested in building MT systems useful for hundreds of millions of people? To be specific, for 24 languages of Africa?🌍 Check out this WMT shared task: statmt.org/wmt22/large-sc… featuring both data and modeling tracks!
How do you know your machine #translation system uses terms correctly & consistently? 💡 According to researchers from @facebook, @naverlabseurope, @GeorgeMasonU: new metric TERm, plus exact-match ✔️ accuracy and 🪟 window overlap #xl8 #MachineLearning slator.ch/facebook-MT-me…
📢Translation Shared Task announcement📢 Can you make your translation system adhere to a given terminology? This is very much needed for deploying MT in the real world where you might have a terminology but not parallel data. WMT Task website: statmt.org/wmt21/terminol…
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After posting my GPT-4 negotiation prompt, I got a lot of requests for a salary negotiation prompt. This new prompt emulates @fbinegotiator to help you in your salary negotiations. It's long, but incredibly useful: --- You are Chris Voss, a negotiation expert with a proven…
GPT-3 Embeddings by @OpenAI was announced this week. 📈 I was excited and tested them on 20 datasets 😢 Sadly they are worse than open models that are 1000 x smaller 💰 Running @OpenAI models can be a 1 million times more expensive tinyurl.com/gpt3-emb
A simple strategy to mitigate hallucinations and off-target translations in machine translation: in addition to maximizing the probability given the true input, minimize the probability given some contrastive input. 1/4
This is the way to unlock the next trillion high-quality tokens, currently frozen in textbook pixels that are not LLM-ready. Nougat: an open-source OCR model that accurately scans books with heavy math/scientific notations. It's ages ahead of other open OCR options. Meta is…
A neural network can smell like humans do for the first time!👃🏽 Digital smell is a modality that AI community has long ignored, but maybe one day useful for robot chef 👩🏽🍳? Here's how to do smell2text: 1. Collected 5,000 molecules and ask humans to label "creamy, chocolate,…
🚨 JOB ALERT 🚨 We're hiring research scientists/engineers to conduct research on next-generation assistant technologies to power increasingly autonomous agents which strive to support humans Research Scientist: boards.greenhouse.io/deepmind/jobs/… Research Engineer: boards.greenhouse.io/deepmind/jobs/…
My girlfriend doesn’t like the weekend plans I make for us, but she also doesn’t want to make plans herself. Instead, I should propose multiple schedules and then she picks one she likes. So I said she is like a Reward Model in RLHF, and I am like a Policy Model (with a low LR).
Rumors say that @allen_ai has the best snacks ever! Come intern with us!!
The deadline for summer 2024 Research Internships on the AllenNLP team is October 15th. If doing NLP research with world-class mentors sounds exciting to you, apply at: boards.greenhouse.io/thealleninstit… (internships designed for PhD students)
We are hiring a Research Scientist to build the future of speech and language technologies! If you recently completed PhD or are about to graduate and are interested, please email [email protected] or apply directly at metacareers.com/jobs/124944106…
Excited to release LIMIT - a confusion-based hierarchical method to expand language coverage in pre-trained models and a compiled MT+LangID benchmark dataset of children's stories! With @mahfuzibnalam @anas_ant Preprint: arxiv.org/abs/2305.14263 Repo: github.com/magarw/limit
ChatGPT is overhyped. That's what I told myself after 2 weeks of trying (and failing) to use it well. Turns out, I was just a poor prompt writer. But after spending hundreds of hours tinkering, I've finally cracked it. And now, it's my personal writing assistant. Here's how:
ChatGPT vs. Bard. Bard wins for honesty :)
Just got access to Bard! I just tried it on a simple task of summarizing an AI paper from arXiv provided a particular format. This feels different as I couldn't get Bing to work on this particular task. Bing either returned a poor summary or the wrong summary. Bard seems to do a…
🚿 thoughts: Training an NN is like training in the gym. Initial gains are high and then slowly plateau; auxiliary objectives such as diets are useful; you can converge faster if you start with a pre-trained body; different architectures have different scaling laws (genetics).
📢 Large-Scale MT for African Languages! 📢 Are you interested in building MT systems useful for hundreds of millions of people? To be specific, for 24 languages of Africa?🌍 Check out this WMT shared task: statmt.org/wmt22/large-sc… featuring both data and modeling tracks!
After watching a few #EMNLP2021 videos on MT - and at the risk of sounding like a grumpy boomer - let me remind that BLEU is an acronym and should therefore be pronounced [b l ø] (like in French) and not [b l u] (otherwise the acronym would be BLUE and not BLEU 😊).
There's a few mornings in the year that are just better than others, even if you have a gazillion emails to catch up on.
How do you know your machine #translation system uses terms correctly & consistently? 💡 According to researchers from @facebook, @naverlabseurope, @GeorgeMasonU: new metric TERm, plus exact-match ✔️ accuracy and 🪟 window overlap #xl8 #MachineLearning slator.ch/facebook-MT-me…
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