Ricardo Rei @RicardoRei7
Research Scientist @unbabel | @istecnico ricardorei.github.io Lisbon Joined July 2019-
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Submissions for the Workshop on Knowledge-Enhanced Machine Translation (KEMT2024) @EAMT_2024 are still open! 🗓️Deadline: Friday, 26th of April - Full Research Papers: 4-10 pages. - Extended Abstracts/Industry Reports: Up to 2 pages. @EAMTee
Introducing our Quality Intelligence API that enables businesses to automatically assess #translation quality, boost productivity, and gain transparency into #multilingual content at any scale. • Request access: t1p.de/3h7ov • Read more 👇 t1p.de/crrnq
If you are interested on this idea you can read our Quality-Aware Decoding for Neural machine translation: aclanthology.org/2022.naacl-mai… 🙂
If you are interested on this idea you can read our Quality-Aware Decoding for Neural machine translation: aclanthology.org/2022.naacl-mai… 🙂
Glad to share that our AfriCOMET paper has been accepted at #NAACL2024 . See you in Mexico. Try out our model on @huggingface huggingface.co/models?sort=tr… with @jiayiwang0720, @swetaagrawal20 @RicardoRei7 @ebriakou @MarineCarpuat @zodiacJRH @MasakhaneNLP
Glad to share that our AfriCOMET paper has been accepted at #NAACL2024 . See you in Mexico. Try out our model on @huggingface huggingface.co/models?sort=tr… with @jiayiwang0720, @swetaagrawal20 @RicardoRei7 @ebriakou @MarineCarpuat @zodiacJRH @MasakhaneNLP
SaulLM-7B A pioneering Large Language Model for Law In this paper, we introduce SaulLM-7B, a large language model (LLM) tailored for the legal domain. With 7 billion parameters, SaulLM-7B is the first LLM designed explicitly for legal text comprehension and generation.
Next week, the @priberam labs Machine Learning Lunch Seminars welcome @RicardoRei7 from @Unbabel and @istecnico. Don't miss it! 📅 12th March 2024, 13h00 (WET) 📍 IST, Room EA4, Torre Norte, Campus Alameda 🔗 to register tinyurl.com/23b2et25
"How does AI see us? In a world of men". INESC-ID researchers Luísa Coheur and Helena Moniz, joined a conversation with @Publico about the biases deeply embedded within machine learning algorithms. Full article (in Portuguese) 👇 publico.pt/2024/02/26/tec…
Super proud of the work we have been doing in Tower and this is just the begin! There is more to come…
Super proud of the work we have been doing in Tower and this is just the begin! There is more to come…
🚀 Exciting news! Our new TowerInstruct-13B is the top open-weight model for translation tasks, outperforming competitors and even challenging closed models like GPT-3.5 and GPT-4. Explore Tower's enhanced capabilities now 👉 hubs.li/Q02kJGMz0
🗼TowerLLM 13B 🗼 We are releasing TowerLLM 13B a SOTA open-source LLM for translation related tasks! You can check the model on our @huggingface collection page: huggingface.co/collections/Un… Updated results can be found here: unbabel.com/nl/announcing-… Paper will be out soon...
Our next ELLIS Lisbon & @Unbabel seminar speaker will be @gvernikos from @EPFL_en. Join us! 📅 12th February, 5pm (WET) 🔗 to join online tinyurl.com/3uns3pe9 🔗 for a list of upcoming talks and to subscribe tinyurl.com/4rb8mjyx
Tune in to our next ELLIS Lisbon & @Unbabel seminar to hear @KocmiTom from @Microsoft talk about "Navigating the Metrics Maze". 📅5th February, 5pm (WET) 🔗to join online tinyurl.com/3vn2zwud 🔗 for a list of upcoming talks and to subscribe tinyurl.com/4rb8mjyx
This Monday we welcome Haoran Xu @fe1ixxu from @JohnsHopkins who will talk about LLMs in Machine Translation. Don't miss it 👇 📅 29th January, 5pm (WET) 🔗 to join online tinyurl.com/3vn2zwud
This work is a really nice follow up of the MBR/QE reranking series! It shows that combining outputs from LLMs using a QE system can significantly improve MT quality!
This work is a really nice follow up of the MBR/QE reranking series! It shows that combining outputs from LLMs using a QE system can significantly improve MT quality!
It took me a while at first to understand Tom's pitch of this project but I was amazed when I did. I'm very grateful I got to be part of his efforts. One of the many themes is "the new model is +X points better on BLEU, is that good enough?" arxiv.org/pdf/2401.06760…
It took me a while at first to understand Tom's pitch of this project but I was amazed when I did. I'm very grateful I got to be part of his efforts. One of the many themes is "the new model is +X points better on BLEU, is that good enough?" arxiv.org/pdf/2401.06760… https://t.co/7u9guA6fNU
Excited to share the work we have been doing on TowerLLM, a 7B model supporting 10 languages that excels at multilingual tasks such as translation! We release both the pretrained model (TowerBase) and the instruction tuned version (TowerInstruct). Both available in @huggingface
Excited to share the work we have been doing on TowerLLM, a 7B model supporting 10 languages that excels at multilingual tasks such as translation! We release both the pretrained model (TowerBase) and the instruction tuned version (TowerInstruct). Both available in @huggingface
Attending #EMNLP2023? Check out our papers from @istecnico and @Unbabel:
Steering Large Language Models for Machine Translation with Finetuning and In-Context (virtual poster) with @DuarteAlves @nunonmg @JoãoAlves @josepombal @RicardoRei7 @accezz @andre_t_martins Do not hesitate to pass by the poster and say hi to Duarte !
Happy to share our new paper on developing COMET evaluation metric for African languages. Joint work with Jiayi Wang, Marek Masiak, @zodiacJRH and Pontus Stenetorp from UCL, @MarineCarpuat @swetaagrawal20 @ebriakou @RicardoRei7 and @MasakhaneNLP Paper: github.com/masakhane-io/a…
votkalivirgul @votkalivirgul
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Maria Stasimioti @MStasimioti
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Hippolyte Gisserot-Bo.. @gisship
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Matt Valoatto @mvaloatto
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Andrea Bacciu @Andrea_Bacciu
225 Followers 384 Following Hi, I'm Andrea Bacciu a PhD student in LLM and IR. Previously: - Applied Scientist Intern @amazonscience Alexa AI - Google DSC Lead @Google
Manuel Faysse @ManuelFaysse
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Leonardo @EmiliLeonardo
49 Followers 218 Following Deep Learning Scientist. Machine Translation @Translated Previously CS MSc @SapienzaRoma, @Apple Siri
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Dayeon (Zoey) Ki 🍀 @zoeykii
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Marine Carpuat @MarineCarpuat
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Frederico Santos @fredericosantos
162 Followers 714 Following research scientist in cybersecurity. passionate about neuroevolution.
Rose @Rose03394121675
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TasksWithCode @TasksWithCode
490 Followers 3K Following We spotlight ML researchers & practitioners. High (S) fact: ~50% code contributors to ML paper implementations are practitioners collaborating with researchers
INESC-ID @InescID
1K Followers 98 Following INESC-ID is a not for profit, privately owned institution of public interest, dedicated to advanced research and development in ICT.
Baban @imbaban00
41 Followers 449 Following
ELLIS Unit Lisbon @Lisbon_ELLIS
201 Followers 70 Following Lisbon Unit for Learning and Intelligent Systems bringing together researchers in AI & ML across @istecnico, @itnewspt, @InescID & @ISR_Lisboa. @ELLISforEurope
Liang Ding @liangdingNLP
471 Followers 1K Following NLP/ML Researcher (working on developing LLM and exploring its way to AGI) & Ex-@JD_Corporate @TencentGlobal @Sydney_Uni. Opinions are my own.
David Stap @davidstap
292 Followers 726 Following PhD candidate in Artificial Intelligence and Natural Language Processing @UvA_Amsterdam | Previously intern @Amazon | MSc AI from @UvA_Amsterdam
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Francesco @fra_bonzi
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Andrea Piergentili @apierg
107 Followers 219 Following PhD student at @unitrento and @fbk_mt – (he/him) @[email protected]
Workshop on Knowledge.. @kemt2024
8 Followers 7 Following 1st International Workshop on Knowledge-Enhanced Machine Translation (KEMT2024), co-located with @EAMT_2024. June 27th, 2024!
Andrei Savu @andreisavu
7K Followers 6K Following Actions Speak Louder Than Words | Awareness Above Wishful Thinking
Stability AI @StabilityAI
190K Followers 31 Following We are building the foundation to activate humanity's potential.
Maria Stasimioti @MStasimioti
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Christoph Leiter @ChrLeiter
31 Followers 49 Following
casszhao @casszzx
283 Followers 869 Following Lecturer (Assistant Professor) in #NLProc @SheffieldNLP @shefcompsci opinions are my own (which are shaped by media and random things unfortunately)
Alexis Trujillo @_AlexisTrujillo
234 Followers 2K Following AI enthusiast, Storyteller, Data Vizz, Next Data Analyst 🇲🇽 | AI | Chips🔬 | LLMs |Nearshoring 📈|Tableau | 💚@Platzi Student
Telmo @thetruetelmo
197 Followers 368 Following ML Engineer and skeptic. Ex-New Yorker. Previously @Apple, @GoogleAI, @Unbabel
Interconnects @interconnectsai
2K Followers 1 Following What you need to know about AI research trends, from @natolambert Wednesday mornings weekly, sometimes extra posts.
Qingyu-Lu @SiriusLu1
9 Followers 23 Following a PhD Student at Southeast University, China, interested in Natural Language Processing~
Behrooz Ghorbani @_ghorbani
289 Followers 456 Following Researcher at @OpenAI, studying large language models. Formerly @GoogleBrain and @stanford_ee. Opinions expressed are solely my own.
Javier Ferrando @javifer_96
276 Followers 479 Following PhD Student @la_UPC. Interpretability in NLP
Hippolyte Gisserot-Bo.. @gisship
26 Followers 61 Following PhD student @CentraleSupelec. Previously @psl_univ, @MIT and @HECParis.
Matt Valoatto @mvaloatto
2K Followers 645 Following Entrepreneur, designer, investor @huggingface 🤗, @deforum_art, @talktomem1, wingmate / interested in AI, design, art, tech, science / happy dad of 2
Fenia Christopoulou @fenchri
280 Followers 453 Following Research Scientist @Huawei Noah's Ark Lab working on Natural Language Understanding | PhD @OfficialUoM @nactem_unimcr
Tiago Luis @tiagomluis
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AK @_akhaliq
310K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo follow on Hugging Face: https://t.co/q2Qoey80Gx
Alexis Conneau @alex_conneau
24K Followers 113 Following Audio AGI Research Lead @OpenAI - GPT-Next - Past: XLM, Unsupervised ASR, Unsupervised MT, Wav2vec 2.0/XLSR, MUSE, Unsupervised cross-lingual transfer
Zolastro @ZolastroDavid
46 Followers 205 Following NLP Researcher and Phd student at @Vicomtech and @upvehu
Teknium (e/λ) @Teknium1
29K Followers 3K Following Cofounder @NousResearch, prev @StabilityAI Github: https://t.co/LZwHTUFwPq HuggingFace: https://t.co/sN2FFU8PVE Support me on Github Sponsors
Manuel Faysse @ManuelFaysse
199 Followers 232 Following NLP (LLMs) & ML Privacy - PhD Candidate @CentraleSupelec Prev: @imperialcollege, @epfl, @La_UPM
Ben Holfeld @BenHolfeld
89K Followers 32K Following SF AI Studio Lead @Accenture, partnering with @OpenAI @Google @Microsoft. Pianist. German Quantum Physicist. Creator of the Nth Floor. Views are my own. x/acc.
Aliança Democrática @ALIANCAD2024
4K Followers 4 Following Página oficial da Coligação Aliança Democrática (PSD/CDS-PP/PPM) às Eleições Legislativas e Europeias de 2024.
Conference on Languag.. @COLM_conf
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Luís Montenegro @LMontenegropm
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Usha Rengaraju @URengaraju
2K Followers 1K Following Ranked as Top Ten Data Scientists in India 2020 | Ranked as Top ten women data scientist in 2021 (India)| Ranked Top AI leader in 2021|Keynote Speaker
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Nathan Lambert @natolambert
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Leonardo @EmiliLeonardo
49 Followers 218 Following Deep Learning Scientist. Machine Translation @Translated Previously CS MSc @SapienzaRoma, @Apple Siri
UCL Natural Language .. @ucl_nlp
13K Followers 223 Following NLP/ML research group at @UCLCS, PIs: S. Riedel (@riedelcastro), P. Stenetorp, T. Rocktäschel (@_rockt), E. Grefenstette (@egrefen), P. Minervini (@pminervini)
jluite @jluite2014
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Tannon Kew @tannonk
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clem 🤗 @ClementDelangue
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Informática no Técn.. @informatica_IST
611 Followers 137 Following Departamento de Engenharia Informática do Instituto Superior Técnico
🎖️In March, Isabel Trancoso was awarded the Medal for Scientific Achievement by the International Speech Communication Association for her pioneering contributions to speech coding and resources for the Portuguese language. 🔗cmuportugal.org/uizd
🗣️Isabel Trancoso, researcher & faculty at #CMUPortugal, will be a keynote speaker at @ISCAInterspeech and formally receive the ISCA Medal. ➜ More info: interspeech2024.org
📣 NEW PAPER 📣 Excited to share my first PhD paper accepted to NAACL 2024 Findings! Can smaller #LLMs use fine-grained feedback to refine their translations? 🤔 🔎 arxiv.org/abs/2404.07851
Me when someone releases an LLM that doesn't support Indic languages:
🌟Best Thesis Awardee announcement🌟 Congratulations to @mgaido91!! See you at #EAMT2024 for your best thesis presentation! #NLProc #MT #MachineTranslation
📅 Join Us for a Masakhane Meeting Presentation!📆 🎙️ Jiayi Wang and 52 collaborators will present their paper here: arxiv.org/abs/2311.09828 🗓️ Tuesday, April 16, 2024, 4 PM UTC 🔗 Zoom Link: Available to members on Slack
Exciting news! Introducing our latest @bablic_com integration! Translate your website into multiple #languages with ease. 📷 Set up in minutes 📷 Leverage Unbabel pipelines 📷 Automatically update #translations 📷 Use Visual Editor for context Read more 👇 t1p.de/gw4t9
The UK has phenomenal AI talent and a long established culture of responsible AI development. Today I’m proud to be opening a new office: Microsoft AI London. If you’d like to join us, get in touch. We’re hiring! blogs.microsoft.com/blog/2024/04/0…
Here are a few preprints I liked on arXiv in March 🤓👍: jlibovicky.github.io//2024/04/08/MT… and Medium: medium.com/@jlibovicky/hi…
I find it interesting that the translation people are pushing us to AGI, I wouldn't have guessed it after AlphaGO In translation they saw all the llm ideas and problems half a decade early (sparse and imbalanced data in multilingual setup, large model training, fast inference,…
The kind of problems which became a staple for translation will stabilize as staples for LLMs as well: long-tailed + long-context evaluation, hallucinations, memorization, error prop in cascaded/compound systems, editing based refinement, etc. (in addition to the ones below).
I find it interesting that the translation people are pushing us to AGI, I wouldn't have guessed it after AlphaGO In translation they saw all the llm ideas and problems half a decade early (sparse and imbalanced data in multilingual setup, large model training, fast inference,…
Arbitrary digits in an arbitrary number system but still thank you everyone for the past and present support. 🙂🙏
Introducing our Quality Intelligence API that enables businesses to automatically assess #translation quality, boost productivity, and gain transparency into #multilingual content at any scale. • Request access: t1p.de/3h7ov • Read more 👇 t1p.de/crrnq
Authors: @ManuelFaysse, @psanfernandes, @nunonmg, @antonio_loison, Duarte M. Alves, @UndefBehavior, @N1colAIs, João Alves, @RicardoRei7, Pedro H. Martins, Antoni Bigata Casademunt, @yvofr, @andre_t_martins, @GautierViaud, @CelineHudelot, @PierreColombo6
RQ1: How well does our error pinpoint model align with human annotations? We first demonstrate that our error pinpoint model achieves high correlation to human ratings compared to SOTA Quality estimation model like COMETKiwi and BLEURT-QE.
.@itnewspt and @Unbabel introduce CONTEXT-MQM, an #LLM-based metric addressing the challenges of evaluating machine-translated chats 💬 by leveraging contextual information. @swetaagrawal20 @amin_farajian @psanfernandes @RicardoRei7 @andre_t_martins slator.com/unbabel-presen…
Some metrics are completely useless to evaluate unrelated systems (like LLM vs. NMT). For example, +2 BLEU gain for unrelated systems is about as good as a coin toss (~55%). While the same gain for related systems (e.g. baseline vs. improved model) is about 90% accurate as humans
Casual Easter Monday with a huge gift from @OpenAI!🤯 They just released an old GPT-3.5 version. 😍 👉 t.ly/Rt_Vh
❓ Bom dia. Alguém sabe se André Ventura já fez hoje mais alguma birra? (não há hoje nenhum tacho pelo qual chorar ou um lugar a garantir para uma figura do PS?)
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