Moving With Confidence In The AI Era: Why Native Architecture For Documentation Is Key

AI will absolutely change how documents are created, reviewed and delivered. But the winners won’t be the organizations that ...
GitHub

Loong: Benchmarking Long-Context LLMs with Extended Multi-Doc QA

[2024-09-20] 📰Our paper has been accepted to the EMNLP Main Conference. [2024-07-30] 🤖The performance of phi-3, llama-3.1-8B, gpt-4o-mini on Loong are updated. [2024-07-03] 🔥The code and benchmark ...
IEEE

Understanding the Robustness of Transformer-Based Code Intelligence via Code Transformation: Challenges and Opportunities

Abstract: Transformer-based models have demonstrated state-of-the-art performance in various intelligent coding tasks such as code comment generation and code completion. Previous studies show that ...
IEEE

Agents4PLC: Automating Closed-Loop PLC Code Generation and Verification in Industrial Control Systems Using LLM-Based Agents

Abstract: In industrial control systems, the generation and verification of Programmable Logic Controller (PLC) code are crucial for ensuring operational efficiency and safety. While Large Language ...