LG AI Research is an artificial intelligence research institute that focuses on advancing AI technology for improving life quality.

LG AI Research

The potential of AI goes beyond everyday life
where it affects the industry, moves the economy, and even saves the planet.
LG AI Research will help you harness the power of AI.

𝐈𝐂𝐌𝐋 𝟐𝟎𝟐𝟒 𝐑𝐞𝐯𝐢𝐞𝐰 - 𝐓𝐚𝐛𝐮𝐥𝐚𝐫 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐓𝐫𝐞𝐧𝐝𝐬

At #ICML2024, LG AI Research presented its research on tabular learning and engaged in technical exchanges with researchers worldwide.
Among the 2,634 papers presented at ICML 2024, including those in the Position Track, 14 specifically focused on the Tabular Domain. We’ll take a closer look at two noteworthy papers and discuss the current research trends.
☞ https://lnkd.in/gFt2XqKt

LG AI연구원은 ICML 2024에 참여해 Tabular Learning 분야 연구 성과를 발표하고 다양한 연구자들과 기술적인 인사이트를 나눴습니다.
ICML 2024에서는 Position Track을 포함해 총 2,634개의 논문이 발표됐고, 그 중 14편이 Tabular Domain 특화 연구였습니다. 주목할만한 두 편의 논문을 깊이 있게 살펴보고 연구 트렌드를 함께 짚어봅니다.
☞ https://lnkd.in/gcSA5K2u

#LG_AI연구원 #LG_AI_Research #LG_AI #AI #인공지능 #Representation_Learning #Self_supervised_Learning #Tabular_Data #Tabular_Domain

𝐖𝐡𝐚𝐭 𝐢𝐟 𝐀𝐈 𝐜𝐨𝐮𝐥𝐝 𝐮𝐧𝐝𝐞𝐫𝐬𝐭𝐚𝐧𝐝 𝐡𝐢𝐬𝐭𝐨𝐩𝐚𝐭𝐡𝐨𝐥𝐨𝐠𝐲 𝐢𝐦𝐚𝐠𝐞𝐬?
 
√ LG AI Research is open-sourcing EXAONEPath, a pre-trained model specialized for histopathology images. EXAONEPath achieves high performance comparable to competing global models, but at just one-tenth the size, making it more cost-effective.
 
√ With AI able to process histopathology images, it becomes possible to predict genetic mutations and determine the most suitable treatment methods and medications. This innovation shortens the genetic testing period, which used to take up to two weeks, saving both time and money.
 
View more details : https://lnkd.in/gSidTM3r
Try EXAONEPath on Hugging Face : https://lnkd.in/gHBYeJKM

#LG_AI_Research #LG_AI #AI #EXAONE #EXAONEPath #MIL #Multi_instance_Learning #Histopathlogic_foundation_model

8월 20일, LG 트윈타워 커넥트홀에서 LG Aimers 홈커밍데이가 열렸습니다.

지난 에이머스 오프라인 해커톤에 참여했던 미래 AI 전문가들이 한 자리에 모여 인공지능 연구에 대한 지식과 인사이트를 나누고 LG AI연구원의 각 랩 연구원들이 멘토로 참여해 AI 연구 현장의 생생한 이야기까지 들려주었습니다.

LG Aimers 홈커밍데이의 생생한 현장을 소개합니다! 
☞ https://lnkd.in/gHF8hb_n

On August 20th, LG Aimers' Homecoming Day took place at the Connect Hall at LG Twin Tower.
 
Future AI experts who participated in the LG Aimers offline hackathon reunited to share their insights and knowledge on AI research. Researchers from LG AI Research labs also joined the event as mentors and offered in-depth stories about their experiences in the AI research field.

 Check out the lively atmosphere at LG Aimers' Homecoming Day!
☞ https://lnkd.in/gkMwbN67

#LG_AI연구원 #LG_AI_Research #LG_AI #AI #인공지능 #LG_Aimers #LG에이머스 #Homecommingday #AI_Talent #LG_에이머스_홈커밍데이

🔥 Thrilled to introduce the EXAONE 3.0 7.8B instruction-tuned model, open-sourced by LG AI Research!

🤯 EXAONE 3.0 7.8B has achieved a global top level performance in both English and Korean compared to other global models of similar size.

🎆 Model focuses on practical features and real-world use cases that can enhance productivity, particularly in instruction following, role-playing, math & coding, and reasoning. 

Access the official EXAONE 3.0 7.8B Gradio Demo here ↓
https://lnkd.in/gpxsRs6W

#ACL 2024 , which garnered great interest from AI researchers with the unveiling of #EXAONE 3.0, has come to a close. LG AI Research showcased the distinctive performance of EXAONE 3.0 through its booth and LG AI Day, and demonstrated the generative AI service #ChatEXAONE . We introduce you to the vibrant atmosphere of ACL 2024!
☞ https://lnkd.in/gHj6RbRJ

EXAONE 3.0을 선보이며 AI 연구자들의 큰 관심을 모았던 ACL 2024가 막을 내렸습니다. LG AI연구원은 부스와 LG AI Day를 통해 EXAONE 3.0의 차별적인 성능을 선보였고, EXAONE 3.0 기반의 생성형 AI 서비스인 ChatEXAONE을 시연했습니다. ACL 2024의 생생한 현장을 소개합니다!
☞ https://lnkd.in/gtmQ77AD

#LG_AI연구원 #LG_AI_Research #LG_AI #AI #인공지능 #EXAONE #ChatEXAONE #ACL #ACL_2024

🔎 𝐋𝐆 𝐀𝐈 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐔𝐧𝐯𝐞𝐢𝐥𝐬 𝐆𝐚𝐦𝐞-𝐂𝐡𝐚𝐧𝐠𝐢𝐧𝐠 𝐀𝐈 𝐌𝐨𝐝𝐞𝐥 𝐄𝐗𝐀𝐎𝐍𝐄 𝟑.𝟎 𝟕.𝟖𝐁 𝐭𝐨 𝐇𝐞𝐥𝐩 𝐀𝐈 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐞𝐫𝐬

EXAONE 7.8B instruction-tuned model has been released by LG AI Research
on Hugging Face, along with its technical report. 

The model demonstrates outstanding performance in both English and Korean compared to other AI models of similar size.

The cost of deploying this model has been reduced to just 6% of what it was for the previous model released in 2021.

🔥 You can try 7.8B Model here: https://lnkd.in/dZbYDpSJ

#AI #LLM #EXAONE

Let's meet at #ACL2024 in Bangkok!
 
Visit LG AI Research's booth to experience #EXAONE 3.0 and #ChatEXAONE. We also successfully hosted LG AI Day, connecting AI talents for networking and exchange. Our booth will be open until✨ Wed, 14 Aug. See you at ACL 2024!
 
#LGAI #AI #LGAIDay #ACL #EXAONE #ChatEXAONE

𝐑𝐞𝐚𝐝𝐲 𝐭𝐨 𝐭𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦 𝐭𝐡𝐞 𝐰𝐚𝐲 𝐲𝐨𝐮 𝐰𝐨𝐫𝐤?

Introducing enterprise AI agent, #ChatEXAONE, designed to revolutionize the productivity of enterprise users. You can upload work documents in PPTX, PDF, and CSV formats and request summaries and analyses of documents. It also supports code generation using modules offered. If you’re unsure how to use ChatEXAONE, just ask. ChatEXAONE will provide optimized usage tips tailored to your job and expertise.
☞https://lnkd.in/gfceAGDP
 
기업 사용자들의 업무 생산성을 혁신할 Enterprise AI Agent, ChatEXAONE 을 소개합니다. PPTX, PDF, CSV 형태의 사내 문서를 그대로 업로드하고, 보고서 요약과 분석을 요청할 수 있습니다. 탑재된 모듈 기능을 활용해 코드를 생성하는 것도 가능합니다.
그래도 ChatEXAONE을 어떻게 사용해야 할지 모르겠다면, 그냥 물어보세요. 사용자의 직무와 전문성에 맞춘 최적화된 활용법도 ChatEXAONE이 알려줍니다.
☞https://lnkd.in/gFNnrKCR

#LG_AI연구원 #LG_AI_Research #LG_AI #AI #인공지능 #ChatEXAONE #AIAgent #EnterpriseAIAgent

#𝐄𝐗𝐀𝐎𝐍𝐄 𝟑.𝟎 𝐢𝐬 𝐧𝐨𝐰 𝐚𝐯𝐚𝐢𝐥𝐚𝐛𝐥𝐞!
 
We are open-sourcing EXAONE 3.0 7.8B instruction tuned model, one of the most versatile in EXAONE 3.0 language model lineup. This model has achieved top-level performance in both English and Korean, and we have significantly reduced the cost to just 6% of what it was compared to the previous model released in 2021. Details are included in the Technical Report, which is released alongside EXAONE 3.0 7.8B Instruction Tuned model.
☞https://lnkd.in/gmCEgF7g
 
EXAONE 3.0 언어모델 라인업 중에서 활용도가 높은 7.8B Instruction Tuned 모델을 오픈소스로 공개합니다. 영어와 한국어 모두 Global Top 수준의 성능을 확보했고, 2021년 공개한 모델 대비 비용을 6% 수준으로 크게 줄였습니다. 자세한 성능은 EXAONE 3.0 7.8B Instruction Tuned 모델과 함께 공개한 Technical Report에 담았습니다.
☞https://lnkd.in/gY7-w4Gy

#LG_AI연구원 #LG_AI_Research #LG_AI #AI #인공지능 #EXAONE 3.0

🚀Introducing EXAONE: The future innovator of biomedical research

AI is demonstrating new potential beyond everyday life in specialized areas. LG AI Research's #EXAONE is also innovating to help discover new materials and treat diseases ranging from cancer to Alzheimer's. LG AI Research’s multimodal AI, EXAONE, is featured in Nature Index Korea 2024(Nature Portfolio), thanks to its incredible Generative AI technology. Let's look closely at it!

■AI Hallucination:
One of the significant challenges with generative AI is 'hallucination,' where AI presents false information as if it were fact. EXAONE can address this issue head-on by leveraging high-quality data and advanced techniques to minimize inaccuracies. LG AI Research’s approach includes an AI framework known as retrieval-augmented generation (RAG) which allows EXAONE to cross-reference information from external data sources, enhancing response accuracy.

■Molecular structures:
EXAONE, trained on 350 million licensed image-text data pairs, excels in chemistry by learning from both text and images, including molecular structures and graphs. Using advanced transfer learning and a geometrically aligned transfer encoder, EXAONE can predict molecular properties based on fundamental chemical principles. This approach will enhance its predictive capabilities, potentially boosting experimental chemists' productivity at LG Chem by identifying promising materials and suggesting efficient methods for new medicines.

■Medical Insights:
EXAONE's multimodal capabilities can shine in biomedicine. By processing diverse datasets like medical records, genomic datasets, histology slides, and spatial transcriptomics, EXAONE will aid in identifying new biomarkers and understanding disease mechanisms. LG AI Research’s collaboration with The Jackson Laboratory (JAX) will focus on discovering new biomarkers for Alzheimer's disease, with a goal to enhance diagnostic accuracy and treatment strategies. LG AI Research is also developing interactive AI tools to support oncologists by keeping them updated with the latest research and aiding in treatment decisions based on genomic data. Kyunghoon Bae, president of the LG AI Research, emphasized EXAONE’s vision, saying “EXAONE is different from other generative AI models because our goal is to make it possible for real industry domains to use it.”

Aren't you curious about EXAONE's impact on biomedical research? Please look forward to LG AI research's EXAONE, which will continue to wow the global ai industry!

For More info about 'New generative AI tools to boost biomedical research’ featured in Nature 👉https://lnkd.in/gQv4ypqe

#LG #LGSciencepark #LGAIResearch #LGAI #EXAONE #AI #GenerativeAI #MultimodalAI #Biomedical #Innovation #HyperscaleAI #Nature #NatureIndex #CancerResearch #AlzheimersResearch #AIHallucination

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