Salesforce AI Research @SFResearch Twitter profile

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Salesforce AI Research

@SFResearch

21 days

Meet our “Tiny Giant.” Our 1B parameter model xLAM-1B is now the best micro model for function calling, outperforming models 7x its size, including GPT-3.5 & Claude. On-device agentic AI is here. #AIResearch #SLM #TinyButMighty Paper: Github:

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Salesforce AI Research

@SFResearch

2 years

Time-series forecasting methods perform poorly on long sequences when data changes over time. DeepTime overcomes this issue by using forecasting-as-meta-learning on deep time-index models. Result: state-of-the-art performance and a highly efficient model.

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Salesforce AI Research

@SFResearch

2 years

Our CodeGen models are now available at @huggingface ! (Model size variants: 350M, 2B, 6B, and 16B.) Clone the latest transformers repository and try it out! Paper: Models:

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Salesforce AI Research

@SFResearch

1 year

Releasing 🚀 CodeGen2.5 🚀, a small but mighty LLM for code. - On par with models twice its size - Trained on 1.5T tokens - Features fast infill sampling Blog: Paper: Code: Model:

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Salesforce AI Research

@SFResearch

3 years

We’re thrilled to announce that Silvio Savarese ( @silviocinguetta ), former associate professor of Computer Science at Stanford University, has joined @salesforce as our new EVP and Chief Scientist of Salesforce Research!

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Salesforce AI Research

@SFResearch

2 years

Discover CodeGen - an AI model that turns simple natural-language requests into executable code. Learn more about this breakthrough in conversational AI programming. Paper: Blog: Code:

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Salesforce AI Research

@SFResearch

1 year

🔥Introducing XGen-7B, a new 7B LLM trained on 8K seq. length for 1.5T tokens. Better or comparable results with MPT, Falcon, LLaMA, OpenLLaMA in text & code tasks. Blog: Code: Training cost ~$150K for 1T token

GitHub - salesforce/xgen: Salesforce open-source LLMs with 8k sequence length.

Salesforce open-source LLMs with 8k sequence length. - salesforce/xgen

github.com

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Salesforce AI Research

@SFResearch

5 years

🤩 📣 Announcing the 2nd Annual @Salesforce Research Deep Learning Grant 🤩 📣 We're looking for diverse individuals with innovative ideas who can join us in shaping the future of AI. Apply today, and earn up to $50,000!

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Salesforce AI Research

@SFResearch

2 years

Did you know most #NLP models are not designed to handle code-mixing, where each sentence contains multiple languages? Learn how @samsontmr @SFResearch is changing that. Blog: Paper: Code:

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Salesforce AI Research

@SFResearch

5 years

So excited to be at @emnlp2019 this week in Hong Kong, with 7 papers accepted. Check out our booth with the amazing @SalesforceEdu team that, and stay tuned throughout the week for updates on all of our different sessions!

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Salesforce AI Research

@SFResearch

3 years

Thank you to everyone who submitted a proposal to our third annual Salesforce AI Research Grant. We’re proud to announce our 2020 round of winners. Congratulations!! @bluevincent @Diyi_Yang @mutembesa @danqi_chen Read More:

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Salesforce AI Research

@SFResearch

3 years

Do you want to launch your career in machine learning research? Our new AI Residency Program can allow you to do just that. Set yourself up for success in applying to PhD programs w/ real-world experience at one of the industry's top AI research programs.

Blaze your trail with us at Salesforce.

careers.salesforce.com

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Salesforce AI Research

@SFResearch

2 years

CodeRL advances program synthesis by integrating pretrained language models + deep reinforcement learning. Using unit test feedback in model training and inference + an improved CodeT5 model, it achieves SOTA results on competition-level programming tasks.

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Salesforce AI Research

@SFResearch

1 year

Introducing XGen-Image-1, our first foray into training large text-to-image models. Trained for $75K using TPUs on the LAION dataset, XGen-Image-1 matches the performance of Stable Diffusion 1.5/2.1.

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Salesforce AI Research

@SFResearch

4 months

Check out Diffusion-DPO🌟 Bridging the gap between StableDiffusion & closed models like Midjourney v5. Our #TextToImage model uses human feedback for state-of-the-art alignment, marking a new era in AI creativity! Code: Blog:

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Salesforce AI Research

@SFResearch

4 years

Announcing the Third Annual AI Research Grant! For more details and how to apply: Blog: Website: Good luck to our future applicants!

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Salesforce AI Research

@SFResearch

4 years

We're thrilled to announce this year's @SFResearch Deep Learning Grant winners @ChenhaoTan @gregd_nlp @pulkitology Christopher Ré and Hung-yi Lee! 🎉👏 We're excited to work together to advance the state of AI. Read more about the winning proposals:

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Salesforce AI Research

@SFResearch

8 years

We’re thrilled to announce that @MetaMindIO has been acquired by @Salesforce !

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Salesforce AI Research

@SFResearch

4 months

🌟 Meet #Moirai : Revolutionizing time-series forecasting with universal models! Say goodbye to dataset-specific models and hello 👋 to accurate forecasts across domains! Code: LOTSA data: Blog post:

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Salesforce AI Research

@SFResearch

4 years

Congrats to our ICLR 2021 Accepted Paper Authors @CaimingXiong @jesse_vig @thisismadani @nazneenrajani @semih__yavuz @mrnt0810 @yingbozhou_ai @jasonwu0731 @sachin_logs @LiJunnan0409 @stevenhoi @panzhou9 @StrongDuality and all our amazing collaborators!

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Salesforce AI Research

@SFResearch

4 years

Introducing COVID-19 Search, a new AI-powered search tool that equips scientists and researchers with the most relevant information about COVID-19. Learn more about this tool at

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Salesforce AI Research

@SFResearch

1 year

We introduce the Salesforce CausalAI Library, an open source library for causal analysis of time series and tabular data. GitHub: GitHub Documentation: Tech Report: Blog:

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Salesforce AI Research

@SFResearch

5 years

Marking our long-awaited return to Twitter with some big news; we're expanding to Singapore 🇸🇬! Excited to partner w/universities across the country in shaping the future of #AI , #NLP , #ML and beyond.

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Salesforce AI Research

@SFResearch

3 years

Congrats to our NeurIPS 2021 Accepted Paper Authors @CaimingXiong @yubai01 @huan__wang @lrvarshney @a1vinchan @thisismadani @benwkrause @nikhil_ai @LiJunnan0409 @ramprs21 @AkhileshGotmare @JotyShafiq @stevenhoi and all of our amazing collaborators!

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Salesforce AI Research

@SFResearch

2 years

Using both natural and artificial abilities, the human relationship with tools has drastically evolved. The best tools are powerful because they’re easy to use. This is where our skill of language and AI meet. Learn more on how conversation can power AI >

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Salesforce AI Research

@SFResearch

1 year

Editing an image using AI but want to keep the details? Check out our work EDICT (🎆CVPR 2023🎆): Gradio Demo: Code: Arxiv: Authors: @bram_wallace @nikhil_ai

Salesforce AI Research

@SFResearch

2 years

Do you want to make your dog look like a golden retriever? Or get a picture of a cat surfing? Researchers at Salesforce recently developed a new editing algorithm called EDICT - here's a thread on the results and details 🧵

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Salesforce AI Research

@SFResearch

3 years

Meet CodeT5 - the first code-aware encoder-decoder pre-trained model that achieves SoTA on 14 sub-tasks in CodeXGLUE! Learn how it’s disrupting software development. Blog: Paper: GitHub: #codeintelligence

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Salesforce AI Research

@SFResearch

2 years

Check out our #NAACL2022 accepted papers! Congrats to the authors! We hope everyone enjoys the conference! @EhsanHAsl @owenhaoliu @CaimingXiong @murakhovska @jasonwu0731 @alexfabbri4 @mrnt0810 @jesse_vig @iam_wkr @semih__yavuz @yingbozhou_ai @LHung1610 @stevenhoi @PhilippeLaban

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Salesforce AI Research

@SFResearch

6 months

Check out our #ICLR2024 Accepted Papers. Congratulations to all of our authors!

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Salesforce AI Research

@SFResearch

1 year

Check out our #ACL2023 Accepted Papers! Congrats to all the authors! @silviocinguetta @CaimingXiong @alexfabbri4 @JiachengNLP @memray0 @JotyShafiq @jasonwu0731 @iam_wkr @PhilippeLaban @jesse_vig @yingbozhou_ai @semih__yavuz

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Salesforce AI Research

@SFResearch

3 years

Discover CTRLsum, a generic summarization framework that enables users to control the content of the generated summaries along multiple dimensions. Blog: Paper: Code: #NLP #summarization

GitHub - salesforce/ctrl-sum: Resources for the "CTRLsum: Towards Generic Controllable Text...

Resources for the "CTRLsum: Towards Generic Controllable Text Summarization" paper - salesforce/ctrl-sum

github.com

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Salesforce AI Research

@SFResearch

2 years

Read our blog on #ACL2022 . Congrats to all our authors for their accepted papers!

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Salesforce AI Research

@SFResearch

3 years

Can #AI language models learn from evolution to design proteins? Learn how Salesforce is taking a step towards enabling solutions to cure disease and clean our planet. Blog: Paper:

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Salesforce AI Research

@SFResearch

7 months

Our blog for Diffusion-DPO is now live!🚀 In this project we brought the benefits of Reinforcement Learning from Human Feedback (RLHF) to text-to-image diffusion models at scale for the first time.

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Salesforce AI Research

@SFResearch

2 years

Meet BLIP: Bootstrapping Language-Image Pre-training for unified Vision-Language understanding/generation. New model architecture + Dataset bootstrapping = SoTA results on a wider range of V+L tasks than other models!

BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and...

BLIP is a new pre-training framework from Salesforce AI Research for unified vision-language understanding and generation, which achieves state-of-the-art results on a wide range of vision-language...

blog.salesforceairesearch.com

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Salesforce AI Research

@SFResearch

4 months

We have 8 accepted papers at NAACL this year! Congratulations to all of our authors on their work!

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Salesforce AI Research

@SFResearch

2 years

Want to build bots better? Try Converse: a new Task-Oriented Dialogue System that simplifies chatbot building while handling complex tasks and conversations. #NLP #AI Code: Paper: Blog:

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Salesforce AI Research

@SFResearch

1 year

Check out our #CVPR2023 Accepted Papers! Congrats to all the authors! @silviocinguetta @CaimingXiong @jcniebles @nikhil_ai @LiJunnan0409 @bram_wallace @realNingYu

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Salesforce AI Research

@SFResearch

3 years

Congrats to our ACL 2021 Accepted Paper Authors @CaimingXiong @JotyShafiq @baxterkb @jasonwu0731 @owenhaoliu @Wenpeng_Yin @huan__wang and all of our amazing collaborators!

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Salesforce AI Research

@SFResearch

1 year

Check out our #ICLR2023 Accepted Papers! Congrats to all the authors! @silviocinguetta @CaimingXiong @huan__wang @doyensahoo @yingbozhou_ai @hiroakiLhayashi @erik_nijkamp @stevenhoi @YuBai01 @jasonwu0731

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Salesforce AI Research

@SFResearch

1 year

In Loving Memory of Dragomir Radev. You will be missed. ♥️ @dragomir_radev

In Loving Memory of Dragomir Radev

The Salesforce AI Research Team is mourning the loss of our beloved friend and mentor, Dragomir Radev.

blog.salesforceairesearch.com

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Salesforce AI Research

@SFResearch

2 years

ETSformer is a time-series forecasting model that combines the classical intuition of seasonal-trend decomposition and exponential smoothing with the Transformer framework, introducing novel exponential smoothing and frequency attention mechanisms.

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Salesforce AI Research

@SFResearch

2 years

For time series forecasting, deep learning isn’t scalable for streaming data and non-stationary data makes it hard. FSNet learns deep forecasting models on the fly and handles non-stationary data + concept drift. Learn more >

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Salesforce AI Research

@SFResearch

2 months

🎉📚 Our team is on fire! 🔥 Excited to announce that we had 11 papers accepted at ACL 2024! 🚀 Huge kudos to our amazing researchers for their dedication, innovation, and relentless pursuit of excellence. 🌟 Keep pushing the boundaries! #Research #Innovation #ACL2024

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Salesforce AI Research

@SFResearch

7 months

Developing the New XGen: Salesforce’s Foundational Large Language Models @JotyShafiq

Developing the New XGen: Salesforce's Foundational LLMs

Discover how Salesforce's XGen team pushes the limits of LLMs to drive AI innovation and meet Salesforce customers' evolving needs.

engineering.salesforce.com

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Salesforce AI Research

@SFResearch

2 years

Do you want to make your dog look like a golden retriever? Or get a picture of a cat surfing? Researchers at Salesforce recently developed a new editing algorithm called EDICT - here's a thread on the results and details 🧵

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Salesforce AI Research

@SFResearch

4 years

Congratulations to all our #NeurIPS2020 paper authors!

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Salesforce AI Research

@SFResearch

2 years

Meet Merlion, an end-to-end ML library for Time Series applications. Gives engineers+researchers a 1stop solution to rapidly develop models for their time-series needs and test them across multiple time-series datasets. Blog: Code:

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Salesforce AI Research

@SFResearch

3 years

Our new AI Residency Program aims to foster the next generation of AI researchers. Our program gives candidates real-world experience and makes them more qualified for top PhD programs. Applications close January 3, 2022:

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Salesforce AI Research

@SFResearch

3 years

Do you want to launch your career in ML research? Our 12-month AI Residency Program can allow you to do just that. Set yourself up for success in applying to PhD programs w/ real-world experience at one of the industry's top AI research programs:

Blaze your trail with us at Salesforce.

careers.salesforce.com

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Salesforce AI Research

@SFResearch

4 years

Congratulations to all our amazing paper authors!! #emnlp2020

Caiming Xiong

@CaimingXiong

4 years

Our NLP team got 16 papers (11 long, 2 short, and 3 finds) at #emnlp2020 , which cover dialogue, summarization, question answering, multilingual, few-shot, NLI, semantic parsing, data augmentation, etc. Congrats to team members and coauthors. More info about papers coming soon!

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Salesforce AI Research

@SFResearch

4 years

"Sorry, I didn't get the question." Sound familiar? 😡Announcing Morpheus, an algorithm developed to combat linguistic discrimination in language models. Learn more in the links below 👇 Blog: Paper: Code:

GitHub - salesforce/morpheus: Code for ACL'20 paper "It's Morphin' Time! Combating Linguistic...

Code for ACL'20 paper "It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations" - salesforce/morpheus

github.com

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Salesforce AI Research

@SFResearch

3 years

Check out all of our #EMNLP2021 accepted papers! Congrats to the authors! We hope everyone enjoys the conference! @JotyShafiq @stevenhoi @yingbozhou_ai @semih__yavuz @CaimingXiong @mrnt0810 @huan__wang @StrongDuality @nazneenrajani @benwkrause @AkhileshGotmare @RichardSocher

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Salesforce AI Research

@SFResearch

8 years

New research and TOS for reliable enterprise AI solutions. Att: visual QA demo screenshots

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Salesforce AI Research

@SFResearch

2 years

@SFResearch & @Mila_Quebec announce the AI for Global Climate Cooperation working group & competition. Help the world by building climate change solutions, using AI to design negotiation protocols & climate agreements. Join us! @AI4ClimateCoop Learn more

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Salesforce AI Research

@SFResearch

8 months

Inside CodeGen, Our In-House Open-Source LLM | Salesforce Developers Blog

Inside CodeGen, Our In-House Open-Source LLM

CodeGen, part of Salesforce’s own family of large language models (LLMs), is an open-source LLM for code understanding and code generation.

developer.salesforce.com

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Salesforce AI Research

@SFResearch

13 days

Why is our xLAM-1B micro model such a big (and by big we mean tiny!) deal? It's #LeanAI that packs a specialized punch, runs on less, and keeps your data safer. Open-source release incoming—follow us to stay tuned, and dive into the buzz:

Salesforce proves less is more: xLAM-1B ‘Tiny Giant’ beats bigger AI Models

Salesforce's xLAM-1B 'Tiny Giant' AI model outperforms larger competitors with just 1 billion parameters, revolutionizing on-device AI and challenging industry norms.

venturebeat.com

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Salesforce AI Research

@SFResearch

5 months

🚀 Introducing our latest breakthrough: the SFR-embedding model, a new champion on the MTEB benchmark! 🥇 But why does it excel?🤔 Read here: Experience the future of AI with SFR-Embedding-Mistral!⭐

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Salesforce AI Research

@SFResearch

4 years

Mark your calendars! 📆 We'll be doing a @Reddit_AMA about #AIEconomist on r/Futurology Friday Aug 7 from 11am-noon PT. Join @RichardSocher , @StephanZheng , @baxterkb & Harvard's David Parkes to discuss how machine learning and the AI Economist can help improve economic equality.

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Salesforce AI Research

@SFResearch

4 years

Today on our blog, @samsontmr shares his experience as a Salesforce Industrial PhD Program (IPP) Trainee. His story really has it all - strong mentorship, impactful research, and lots of fun! 🤓🥳 Click the link to get a sneak peek into the IPP 👉

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Salesforce AI Research

@SFResearch

4 years

Congrats to our very own @baxterkb for being named one of @ixdasf 's 2020 Women of Design! Kathy is our Architect of Ethical AI Practice and is a true champion of developing responsible AI. We're thrilled to celebrate her success! 🎉

IxDA San Francisco

@ixdasf

4 years

For International Women's Day, IxDA-SF celebrates outstanding members of our community - emerging and established women leaders of our field. Please help us celebrate our 2020 Women of Design! #ixda #ixdasf #interactiondesign #iwd #womenofdesign

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Salesforce AI Research

@SFResearch

4 years

The #AIEconomist Moonshot is here! Join our open source project to build an #AIEconomist for the real world. Together, let’s improve the world with #AI and #economics . Blog: Website: Github:

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Salesforce AI Research

@SFResearch

2 years

Salesforce CodeGen Unpacked: Written English Phrases Become Executable Code with Conversational AI via @SalesforceNews

Salesforce CodeGen Unpacked: Written English Phrases Become Executable Code with Conversational AI

Editor's Note: This story was updated in September 2023 to keep it fresh. The Salesforce Research team has lifted the veil on CodeGen – a new, large-scale

www.salesforce.com

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Salesforce AI Research

@SFResearch

3 years

Check out out the latest issue of The Batch featuring our ICLR paper on how model interpretability can aid scientific understanding: Paper: Congrats! @jesse_vig @thisismadani @lrvarshney @CaimingXiong @RichardSocher @nazneenrajani

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Salesforce AI Research

@SFResearch

4 years

We're excited to be hosting a tech talk tomorrow on Dynamic Exploration & New Directions in Reinforcement Learning led by @StephanZheng @alexrtrott and Sunil Srinivasa! You won't want to miss this. All @iclr_conf attendees welcome #ICLR2020 Register here:

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Salesforce AI Research

@SFResearch

19 days

Thank you, @_philschmid ! It's an honor for our work on #SummHay to be #1 on Hugging Face today!

Philipp Schmid

@_philschmid

20 days

Great work from @SFResearch ! The Paper includes a lot of more details and the Code is available for you to rerun. Paper: Github:

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Salesforce AI Research

@SFResearch

2 months

I'm sure you heard the news!🎉 xGen-mm is out now! 🚀 Our latest batch of open-source foundational #multimodal LLM models is here.🌟 It's setting the bar as a cutting-edge model among <5B models, shining in both pre-trained and fine-tuned benchmarks. [This model was previously

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Salesforce AI Research

@SFResearch

1 year

📢Introducing #AuditNLG – an open-source library that reduces risks in generative AI for language. It aggregates cutting-edge techniques to enhance trust (Factualness, Safety, Constraint) and simplifies the process through ensemble methods.🚀 #generativeAI

GitHub - salesforce/AuditNLG: AuditNLG: Auditing Generative AI Language Modeling for Trustworthiness

AuditNLG: Auditing Generative AI Language Modeling for Trustworthiness - salesforce/AuditNLG

github.com

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Salesforce AI Research

@SFResearch

2 years

1/2: RnG-KBQA (Rank&Generate Approach for QA over Knowledge Bases) answers natural language questions over large-scale KBs, with strong zero-shot + compositional generalization capabilities; sets new SoTA on widely used KBQA benchmarks. Blog:

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Salesforce AI Research

@SFResearch

2 years

Imagine a world where humans and machines had dialogue to write programs and code together - CodeGen from Salesforce allows the continuation of inputs and outputs with learned behavior to account for efficiency. Let’s ask CodeGen to solve the two-sum problem.

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Salesforce AI Research

@SFResearch

2 years

(1/3) Meet LAVIS, an open-source DL library for Language-Vision research/applications. With a unified interface and modular design, LAVIS supports a wide range of tasks, datasets, and state-of-the-art models. Read more >

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Salesforce AI Research

@SFResearch

5 years

And another PhD intern writes a publication accepted to @iclr2019 ! @AkhileshGotmare goes into detail on: 1. Cosine learning rate decay 2. Learning rate warmup 3. Knowledge distillation Learn more in this Q&A, and congrats on starting full-time this week!

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Salesforce AI Research

@SFResearch

8 years

Pushing question answering technology @MetaMindIO by Caiming Xiong, Stephen Merity @Smerity and @RichardSocher :

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Salesforce AI Research

@SFResearch

3 years

Our NLP team got 7 papers accepted at #ICLR2021 ! Learn more about our accepted papers here:

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Salesforce AI Research

@SFResearch

3 months

Our team has 4 papers accepted to ICML this year! Congratulations to all of our paper authors on your accepted work.

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Salesforce AI Research

@SFResearch

2 years

Meet Merlion, an open-source Python library for time series intelligence. Solve a range of problems with a one-stop solution to rapidly develop models for specific time-series needs, and benchmark them across datasets. Learn more with our demo >

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Salesforce AI Research

@SFResearch

4 years

Are you attending #acl2020nlp ? The main @aclmeeting conference started today and our team is presenting some exciting new research! Be sure to check it out:

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Salesforce AI Research

@SFResearch

4 years

Introducing the AI Economist, an AI framework for economic policy design. The AI Economist is a new way that reinforcement learning can drive positive, social change. Learn more about this exciting innovation: Q&A: Blog:

Richard Socher

@RichardSocher

4 years

Excited to introduce the AI Economist: Extends ideas from Reinforcement Learning for tackling inequality through learned tax policy design. The framework optimizes productivity and equality. Blog: Paper: Q&A:

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Salesforce AI Research

@SFResearch

5 years

Everyone say " #AI "📸 Day ✌️ of #ICML2019 is in the books and the best's yet to come! Join us tomorrow in the Pacific Ballroom from 6:30-9pm for our paper preso's ranging from #machinelearning to #reinforcementlearning . Learn more on our research at:

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Salesforce AI Research

@SFResearch

4 years

If you're attending @iclr_conf , swing by our virtual booth today to watch our live stream poster presentation on Non-Autoregressive Dialog State Tracking led by @RichardSocher , @LHung1610 , and @stevenhoi . #ICLR2020

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Salesforce AI Research

@SFResearch

9 years

We're launching HealthMind -- improving medical image analysis with @MetaMindIO 's deep learning technology

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Salesforce AI Research

@SFResearch

1 year

We're happy to announce the launch of the Salesforce AI Research Playground featuring six of our demos! Test them out here:

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Salesforce AI Research

@SFResearch

2 years

1/2 The human effort needed to create bounding-box labels of training data means most AI object detection methods work on limited categories. Our new method automatically generates pseudo bbox labels of diverse objects from large-scale image-caption pairs.

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Salesforce AI Research

@SFResearch

14 days

Problem: LLMs excel at code generation, but outputs often contain security blindspots. Fine-tuning alone can't keep pace with sophisticated attacks. Solution: Enter INDICT - our new framework that empowers LLMs with Internal Dialogues of Critiques, boosting code safety by >80%

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Salesforce AI Research

@SFResearch

5 years

"Addressing catastrophic forgetting is one of the key challenges in continual learning where machine learning systems are trained with sequential or streaming tasks." Hear about our framework at 5:10pm! #ICML19

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Salesforce AI Research

@SFResearch

2 years

Chatbots are often frustrating to use - and to make. Converse, the better bot-builder is a flexible modular task-oriented dialogue system that lets developers easily create smart chatbots to help users complete complex tasks. #NLP #AI Check out our demo:

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Salesforce AI Research

@SFResearch

2 years

Salesforce AI researchers have developed a new data-driven framework to improve the diversity and explainability of enterprise app recommendation systems. Learn more:

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Salesforce AI Research

@SFResearch

25 days

ICYMI: Our multimodal dataset MINT1T has 1 trillion text tokens and 3 billion images! 🌟 It's 10x larger than the biggest existing open source dataset. Check it out: Technical report: Github: #Multimodal #AI

GitHub - mlfoundations/MINT-1T: MINT-1T: A one trillion token multimodal interleaved dataset.

MINT-1T: A one trillion token multimodal interleaved dataset. - mlfoundations/MINT-1T

github.com

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Salesforce AI Research

@SFResearch

5 years

It's the time we've all been waiting for, @iclr2019 !! We've got 6 publications accepted from our researchers, an amazing booth run by our @SalesforceEdu team, and even more. Click the link below to check out our footprint, and tune this week for updates!

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Salesforce AI Research

@SFResearch

4 years

Reminder that our 2020 Salesforce AI Research Grant application deadline is in two weeks on Oct 16, 2020! We've already received some amazing submissions! Keep them coming! 📢📢 Website: Blog: @CaimingXiong

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Salesforce AI Research

@SFResearch

5 years

Woot woot! Our paper on training a system on sequences of explanations for commonsense reasoning and highlighted annotations was accepted to @ACL2019_Italy ! Catch us there on Mon, 7/29, and see this great article from @venturebeat

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Salesforce AI Research

@SFResearch

5 years

It was just last week that we were at @iclr2019 , showcasing the 6 publications that our stellar research team had accepted. Check out the highlights of the event below, including some team fun!

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Salesforce AI Research

@SFResearch

19 days

@Benioff @salesforce Thanks @Benioff and @SilvioSavarese for guiding our research toward the power of Small Language Models (SMLs) to transform our customers’ businesses. We welcome all to follow @SFResearch to stay in the know on xLAM-1B and other innovations in AI #SMLs #TinyGiant #AIResearch Learn

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Salesforce AI Research

@SFResearch

3 years

(1/2) Our new AI Residency program is currently accepting applications! This 12-month research training program is intended to kickstart or further your experience in #AI research.

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Salesforce AI Research

@SFResearch

1 month

When it comes to CRM use cases, LLMs are not “one size fits all.” Announcing the world’s first LLM benchmark for CRM, allowing you to select the right model for the right task, across four key dimensions: Accuracy, Cost Speed, and Trust & Safety. Read the press release and

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Salesforce AI Research

@SFResearch

5 years

Can neural networks use auto-generated reasoning? Today, at @ACL2019_Italy , we had a session on leveraging language models for commonsense reasoning from our very own @nazneenrajani ! Check out the paper below:

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Salesforce AI Research

@SFResearch

2 years

We present BotSIM, a data-efficient end-to-end Bot SIMulation toolkit for evaluation, diagnosis, and improvement of commercial task-oriented dialogue (TOD) systems. Read more on our framework >

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Salesforce AI Research

@SFResearch

2 years

As text generation models become more creative, evaluating progress becomes more challenging. Near-Negative Distinction is a new evaluation method bridging human and automatic evaluation by re-purposing previous human evaluation annotations. Learn more >

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Salesforce AI Research

@SFResearch

8 years

A @nytimes article about our recent work on visual question answering screenshot of demo -->

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Salesforce AI Research

@SFResearch

2 years

(1/2): Meet OmniXAI: comprehensive one-stop ML library; makes Explainable AI easy for data scientists, ML researchers, or engineers to analyze, debug, and interpret ML models for various data types at different stages of the ML process. Blog:

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