Antonis Anastasopoulos @EACL @anas_ant
Assist. Prof at George Mason CS #nlproc MT, ASR, and documentation of endangered languages. cs.gmu.edu/~antonis/ Fairfax, VA Joined November 2012-
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💡Now that speech discretization is getting good, it's time to revisit **cross-modal multi-tasking** Turns out we can now perform speech-to-text and text-to-text multi-tasking WITHOUT any modality specific parameters or cross-modal regularization Paper: arxiv.org/abs/2309.15826
💡Now that speech discretization is getting good, it's time to revisit **cross-modal multi-tasking** Turns out we can now perform speech-to-text and text-to-text multi-tasking WITHOUT any modality specific parameters or cross-modal regularization Paper: arxiv.org/abs/2309.15826 https://t.co/Q3V6S0zA6s
@insight_centre @uld_galway @anas_ant In the Low-resource speech translation track: Irish-English, Marathi-Hindi, Bhojpuri-Hindi, many more...
@insight_centre @uld_galway @anas_ant In the Low-resource speech translation track: Irish-English, Marathi-Hindi, Bhojpuri-Hindi, many more...
We evaluate CoDET based on BLEU and COMET using NLLB in two setups: - With reference: compare to standard - Without reference: treat non-standard sentences as adversarial inputs We notice that as dialects deviate from the standard, translation quality declines (COMET in 📷s)
To achieve this, we: - Harness existing datasets for Italian, Basque, and Swiss German - Extract data from syntactic atlases for Arabic, Occitan, Tigrinya, Farsi, Malay-Indonesian, Swahili, and Greek - Create parallel corpora for Bengali and Central Kurdish
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
The ComputEL-7 workshop is coming up, on March 21 and 22! 🥳🥳 We are co-located with EACL 2024 in Malta and will also have virtual participation. ✨DM us to attend!✨ 🚨🚨Find the workshop program here: computel-workshop.org/computel-7/wor…
✨ Can we use interpretability methods to extract linguistic features that characterize dialects❓ 🎉 New preprint: arxiv.org/abs/2402.17914 (@ruoyuxyz, @orevaahia, @tsvetshop, @anas_ant) 👉Code & Data: github.com/ruoyuxie/inter… 🧵(1/6)
Looking forward to these! For the record, the use of the quotes raises the expectations to talks by doppelgangers or just actors pretending to be Mirella and Hinrich 😅
Looking forward to these! For the record, the use of the quotes raises the expectations to talks by doppelgangers or just actors pretending to be Mirella and Hinrich 😅 https://t.co/AjiBHP6tli
📚 Excited to share our recent study "Clinical Risk Prediction Using Language Models: Benefits and Considerations"! Here, we introduce two novel LLM-based methods: LLaMA2-EHR & Sent-e-Med for robust EHR analysis. 🌐Read more: arxiv.org/abs/2312.03742 #MLForHealth #EHR #LLM
Cool work @badr_nlp! Building datasets, especially for under-served communities, is a time-consuming, painful, and often thankless task. But having Zambian langs be part of the research and eventually industry ecosystem is exactly why @iamsikasote and I spent years on this!🎉
Cool work @badr_nlp! Building datasets, especially for under-served communities, is a time-consuming, painful, and often thankless task. But having Zambian langs be part of the research and eventually industry ecosystem is exactly why @iamsikasote and I spent years on this!🎉
Excited to share 🚀𝐆𝐞𝐧𝐭𝐨𝐩𝐢𝐚🚀 We aim to streamline the dev of tool-𝐀𝐮𝐠𝐦𝐞𝐧𝐭𝐞𝐝 𝐋𝐌𝐬 and allow for community share and eval. It's OPEN-SOURCE! Wonderful collaboration w @DongkuanXu @billxbf @huashen218 @gneubig and students from several other orgs! Follow&Join us!
Excited to share 🚀𝐆𝐞𝐧𝐭𝐨𝐩𝐢𝐚🚀 We aim to streamline the dev of tool-𝐀𝐮𝐠𝐦𝐞𝐧𝐭𝐞𝐝 𝐋𝐌𝐬 and allow for community share and eval. It's OPEN-SOURCE! Wonderful collaboration w @DongkuanXu @billxbf @huashen218 @gneubig and students from several other orgs! Follow&Join us!
@ZiyuYao is demonstrating our collaborative LLM-based agents at #EMNLP2023 East Foyer. Come say hiii 🤗! Paper: arxiv.org/pdf/2308.04030…
@ZiyuYao is demonstrating our collaborative LLM-based agents at #EMNLP2023 East Foyer. Come say hiii 🤗! Paper: arxiv.org/pdf/2308.04030… https://t.co/QeZ4eZOvwn
(((ل()(ل() 'yoav))).. @yoavgo
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I am incredibly honored to receive a Glushko Dissertation Prize! A huge thank-you goes to: - My dissertation advisors, @tallinzen and @paul_smolensky, for being incredibly supportive throughout my PhD - (continued in next tweet) 1/2
re this thread: it was brought to my attention that some people consider it inappropriate to post AC comments like that. I think that it is legit and that the potential benefit for the community is important and worthwhile. wdyt?
🤏 Why do small Language Models underperform? We prove empirically and theoretically that the LM head on top of language models can limit performance through the softmax bottleneck phenomenon, especially when the hidden dimension <1000. 📄Paper: arxiv.org/pdf/2404.07647… (1/10)
I'm proud to announce the recipients of the 2024 Presidential Awards for Faculty Excellence at @GeorgeMasonU. These 13 faculty members have demonstrated exceptional dedication to our university, students, and community. #MasonNation gmu.edu/news/2024-04/a…
🔥We are excited to announce @sigmorphon SHARED TASK: DATA-EFFICIENT MORPHOLOGICAL INFLECTION AND SIMULATION OF LINGUISTIC FIELDWORK! 💫What is the minimum number of samples to get 100% accuracy? 💫What is the best strategy to sample selection? 👉 github.com/sigmorphon/202… #NLProc
Here is a meta-review we got for third submission of a paper that aims to study text-understanding capacities of LLMs, focusing on very simple, if not trivial, cases where they systematically fail. We see every stated weakness as a strength, and they are all by design.
You can read more about it from @kittypurrzog, who does a good job of capturing the feel of the culture there at the time and providing a detailed chronicle of how his accusers derailed his career despite four exonerations reason.com/2022/03/14/how…
είχα καιρό να διαβάσω την λέξη υπερπόντιος γκούγκλαρα να δω την ετυμολογία της και δεν μου έβγαλε τον Ιεροκλή Μιχαηλίδη
Great piece by @matteo_wong in the @TheAtlantic quoting Dr. @IfeAdebara, who did her PhD with me at UBC Linguistics (@UBCLinguistics). Also quotes a number of fiends and colleagues, including @davlanade, @bonadossou @anas_ant @alexandrabirch1 @sarahookr @HolyLovenia @mehakdh1.…
AI understands just a tiny fraction of the thousands of languages used worldwide. That means the promised chatbot revolution could shut out billions of people, and even push some languages to extinction, @matteo_wong writes: theatlantic.com/technology/arc…
Amazing interview with @bonadossou !! @WiNLPWorkshop
Good write-up of what we folks in the multilingualism #NLProc community have been working to avoid for years now!
Inspired by sci-fi & a curiosity about language, researcher Kalika Bali works to bring the benefits of tech to under-resourced & underserved language communities. Learn about her research philosophy in the first episode of the new podcast series “Ideas." msft.it/6010cAnT0
A wonderful piece which draws on researcher perspectives and communities working on this problem. @davlanade @bonadossou @IfeAdebara @anas_ant @alexandrabirch1 @HolyLovenia @mehakdh1 + a spotlight on global multi-year efforts: @CohereForAI w Aya + @MasakhaneNLP
Brilliant piece @matteo_wong. FYA @nxthompson this is a good one! I do find the argument compelling & brilliant contributions from @davlanade @bonadossou @IfeAdebara @anas_ant @alexandrabirch1 @sarahookr @HolyLovenia @mehakdh1.
Thank you for the interview @matteo_wong @TheAtlantic , great to hear diverse opinions about the topic @bonadossou @IfeAdebara @anas_ant @alexandrabirch1 @sarahookr @HolyLovenia @mehakdh1
Thank you for the interview @matteo_wong @TheAtlantic , great to hear diverse opinions about the topic @bonadossou @IfeAdebara @anas_ant @alexandrabirch1 @sarahookr @HolyLovenia @mehakdh1
AI understands just a tiny fraction of the thousands of languages used worldwide. That means the promised chatbot revolution could shut out billions of people, and even push some languages to extinction, @matteo_wong writes: theatlantic.com/technology/arc…
AI understands just a tiny fraction of the thousands of languages used worldwide. That means the promised chatbot revolution could shut out billions of people, and even push some languages to extinction, @matteo_wong writes: theatlantic.com/technology/arc…
💡Now that speech discretization is getting good, it's time to revisit **cross-modal multi-tasking** Turns out we can now perform speech-to-text and text-to-text multi-tasking WITHOUT any modality specific parameters or cross-modal regularization Paper: arxiv.org/abs/2309.15826
I used to think of speech and text as totally distinct: Speech = continuous Text = discrete But now **speech discretization** is getting good Does this mean that speech systems will start adopting more text-based methods? SpeechLMs are a hot topic already 🤔 1/N
For more details, please check out our full paper I'll also be presenting this work at #ICASSP24 Thank you to my collaborators: @kaikai0019, @anas_ant, Yuya, and @shinjiw_at_cmu!
Η καταστροφή που γέννησε τη χημειοθεραπεία ☣️ Τη νύχτα της 2ας Δεκεμβρίου 1943, οι Γερμανοί βομβάρδισαν το συμμαχικό λιμάνι του Μπάρι της Ιταλίας, βυθίζοντας 17 πλοία και σκοτώνοντας περισσότερους από 1.000 Αμερικανούς και Βρετανούς στρατιωτικούς και εκατοντάδες πολίτες.