[2023 AI KOREA GRAND PRIZE] UPSTAGE WON THE AI TECHNOLOGY AWARD (MINISTER OF SCIENCE AND ICT AWARD)

2023/09/19 | 3 mins

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  Haley (Content Communication)

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  Anyone who wants to know about Upstage

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  Upstage won the 'AI Technology Award', the highest award given by the Minister of Science and ICT, at the '2023 AI Korea Awards'.
  Check out the driving force and achievements of Upstage, which is attracting attention around the world for its technology.

• index

  ✔️ WHAT IS THE ‘2023 AI KOREA GRAND PRIZE’?

  ✔️ AI TECHNOLOGY AWARD WINNER, DRIVING FORCE BEHIND UPSTAGE

  1. Document AI boasts global top technology

  2. Upstage LLM ‘SOLAR’ beats ChatGPT

  3. PERFORMANCE AND RESEARCH PERFORMANCE AT GLOBAL TOP AI ACADEMIC SOCIETIES

  ✔️ Meet Upstage’s products that boast global top technology!

Upstage won the ' AI Technology Award', the highest award given by the Minister of Science and ICT at the '2023 AI Korea Awards'!

Source: Edaily

WHAT IS THE ‘2023 AI KOREA GRAND PRIZE’?

THE '2023 AI KOREA GRAND PRIZE', JOINTLY HELD BY EDAILY AND THE INTELLIGENT INFORMATION INDUSTRY ASSOCIATION, IS AN AWARDS CEREMONY HELD IN COLLABORATION WITH THE MINISTRY OF SCIENCE AND ICT, THE MINISTRY OF TRADE, INDUSTRY AND ENERGY, AND THE MINISTRY OF SMES AND STARTUPS TO DISCOVER KOREAN AI COMPANIES THAT CREATE FUTURE GROWTH ENGINES. THE ROUND HAS ARRIVED.

THE AWARD CATEGORIES INCLUDE THREE MINISTERIAL AWARDS, INCLUDING THE AI TECHNOLOGY AWARD (MINISTER OF SCIENCE AND ICT AWARD), AI APPLICATION AWARD (MINISTER OF TRADE, INDUSTRY AND ENERGY AWARD), AND MANUFACTURING INTELLIGENCE INNOVATION AWARD (MINISTER OF SMES AND STARTUPS AWARD), AND THE COEXISTENCE AWARD (MINISTER OF TRADE, INDUSTRY AND ENERGY SMALL AND MEDIUM VENTURE BUSINESS COMMITTEE CHAIRMAN AWARD). ), AI INNOVATION AWARD (INTELLIGENCE INFORMATION INDUSTRY ASSOCIATION CHAIRMAN'S AWARD), AND SOCIAL RESPONSIBILITY AWARD (E-DAILY CHAIRMAN'S AWARD). COMPANIES OR ORGANIZATIONS THAT HAVE SUCCEEDED IN INNOVATING SERVICES, PRODUCTS, PRODUCTION PROCESSES, ETC. USING AI OR DATA ANALYSIS SELECT .

AI TECHNOLOGY AWARD WINNER, DRIVING FORCE BEHIND UPSTAGE

Beating out prominent companies, Upstage was honored with this year's AI Technology Award (Minister of Science and ICT Award). According to Edaily , Upstage received high praise from the seven judges to the point where it was unanimously selected for the AI technology award . Professor Lee Sang-gu of Seoul National University, the chairman of the judging panel, mentioned that the reason for Upstage's selection was, "We have a number of AI models that have achieved excellent results in AI performance competitions and are expected to grow by contributing to the use and dissemination of AI in businesses such as Document AI and AskUp." . This is the result of Upstage's achievements in becoming an AI startup that attracts attention in the world for its technology.

1. Document AI boasts global top technology

Upstage showed off its global top AI technology by sweeping four categories at the 'ICDAR Robust Leading Competition', the world's most prestigious AI OCR competition. The photo shows the leaderboard rankings for the Hierarchical 1 and 2 task competitions.

Last April, Upstage beat global big tech companies such as Amazon and NVIDIA in the 'ICDAR Robust Leading Competition', the world's best competition in the AI-OCR field , and won 4 items (HierText-1/2, VQAonBD, IHTR) 1 It swept the top rankings, showing off its global top technology. OCR (Optical Character Recognition) is largely divided into 'detection technology', which finds the location of letters in an image, and 'recognition technology', which finds out what the letters are. Upstage has the highest ranking in both categories, beating global big tech companies. The score was recorded.

The reason why these achievements were possible was because we used a new methodology that was different from existing ones through intense research. Existing detection technology uses a greatly reduced word area for learning to prevent adjacent word areas from overlapping each other, but the Upstage team uses a method of predicting word boxes by adding gaps between word areas instead of slightly reducing the word area and using it for learning. This significantly improved model performance.

Upstage's know-how accumulated through participation in various international competitions and collaboration with actual companies will be applied to the advancement of the Upstage Document AI solution that helps companies digitally transform, thereby achieving greater innovation in the future.

2. Upstage LLM ‘SOLAR’ beats ChatGPT

LAST AUGUST, UPSTAGE'S MODEL TOOK FIRST PLACE IN THE HUGGING FACE OPEN LLM LEADERBOARD RANKINGS.

Upstage focuses on domain specialization and optimization through its LLM model 'SOLAR' (Specialized and Optimized Llm and Applications with Reliability) and supplies Upstage SOLAR LLM, which can prevent learning and information leaks and hallucinations of corporate data. We are focusing on doing this. The performance of Upstage LLM was recorded at 72.3 points in the 'Open LLM (Large Language Model) Leaderboard' evaluation score operated by Hugging Face, the world's largest machine learning platform, last August , surpassing GPT-GPT, the basis of ChatGPT. It received attention as it was known that it surpassed the 3.5 performance and took first place . Based on the model used here, 'SOLAR' was launched, becoming the first domestic model to be applied to the main section of 'Poe', a global generation AI utilization platform, signaling the company's entry into the global market.

In addition, Upstage has differentiated competitiveness in LLM through its experience in building ‘KLUE’, the first Korean natural language understanding (NLU) evaluation dataset, and the operation of ‘AskUp’ , a representative domestic AI service that has exceeded 1.4 million users. has been equipped with By combining the prompt engineering and fine tuning know-how and technological assets accumulated so far, 'Upstage SOLAR LLM', a private AI for corporate customers, is expected to shine in various industries.

UPSTAGE'S LLM MODEL 'SOLAR'

3. PERFORMANCE AND RESEARCH PERFORMANCE AT GLOBAL TOP AI ACADEMIC SOCIETIES

When talking about Upstage's technology, what cannot be left out is the various achievements and research results that have been proven in top global AI academic societies. Since its founding, Upstage has published more than 80 papers, including 7 OCR, 12 recommendations, 47 NLP, and 11 Data, at international conferences (ECCV, NAACL, CVPR, ICLR, ECCV, AAAI, NeurlPS, EMNLP, ACL). , RecSys, etc.) were announced.

Last June , we achieved the most research results among domestic companies by presenting 7 papers at 'ICML 2023-DMLR', which boasts the highest authority in Data-Centric AI. This includes “DMOps: Data Management Operations and Recipes,” which proposes a process for companies to effectively build artificial intelligence learning data, and “Inter-Annotator Agreement in the Wild: Uncovering Its,” which enables effective cost management and efficient construction when building data. Emerging Roles and Considerations in Real-World Scenarios”.

Upstage's 'DMOps' paper accepted at ICML 2023- DMLR

In addition, Upstage has an amazing record of being Korea's first double-digit gold medalist in 'Kaggle', also known as the AI Olympics. Kaggle is a community of data experts owned by Google and the world's most famous online artificial intelligence (AI) competition platform with 11 million participants from over 200 countries. Upstage is discovering technological research and innovative methodologies through consistent participation. We apply this to solving real business problems and strive to create better products.

Boasting global top technology
Meet Upstage’s products!

✔️ Introduce business domain specialized LLM, ✔️ Document AI essential for digital transformation, ✔️ AI education containing the know-how of an AI specialized company, solve your concerns to accelerate business growth with AI with Upstage.

• Upstage SOLAR LLM

• Upstage Document AI

• Edu Stage

• LLM PERFORMANCE RANKED 1ST IN THE WORLD, UPSTAGE STAR INTERVIEW

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• Upstage Introduction

  Upstage is a leading domestic AI startup established in October 2020. Upstage stands out in the large language model (LLM) industry by taking first place on the Hugging Face leaderboard with performance exceeding ChatGPT's benchmark score for the first time in OpenLLM history. Based on these technologies, we present a reliable private LLM standard that maximizes data security and solves hallucination, helping companies conveniently use cutting-edge technology. In addition, Upstage's Chat AI 'AskUp' has over 1.4 million users, establishing itself as the largest AI service in Korea. Document AI Pack, another Upstage representative solution, utilizes AI OCR technology that has won the world's most prestigious OCR competition to automate documents by increasing efficiency and accuracy. By optimizing document processing through a pre-trained model with minimal data, cost and time are dramatically minimized compared to manual methods. Lastly, through the education program 'EduStage', we are also actively engaged in the educational content business that fosters differentiated professional talent who can be immediately put into AI business through hands-on education that incorporates AI business experience and solid AI basic education.

  Upstage is comprised of members from global big tech companies such as Google, Apple, Amazon, NVIDIA, Meta, and Naver, and has participated in many world-renowned AI academic societies such as NeurlPS, ICLR, CVPR, ECCV, WWW, CHI, WSDM, and DMLR. We are solidifying our unrivaled leadership in AI technology by publishing excellent papers and becoming the only domestic company to win double-digit gold medals in the online AI competition Kaggle. While working as a professor at the Hong Kong University of Science and Technology, Upstage CEO Kim Seong-hoon won the ACM Sigsoft Distinguished Paper Award, the best paper award, four times for his research on bug prediction and automatic source code generation that combined software engineering and machine learning, and won 10 awards at the International Conference on Software Maintenance. He is considered a world-class AI guru who received the most influential paper award in 2018, and is also widely known as an instructor of 'Deep Learning for Everyone' with a total of more than 7 million views. Additionally, Upstage's co-founders include CTO Lee Tal-seok, who led Naver Visual AI/OCR and achieved world-class results, and CSO Park Eun-jung, who led the model team of Papago, the world's best translator.

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