An overview of LLM-augmented Autonomous Agents and their development.
― 5 min read
Caiming Xiong
A new framework enhances dialogue systems using a cache and retrieval module.
― 5 min read
An in-depth look at how LLMs convert language into code across multiple tasks.
― 8 min read
A new method for updating language models efficiently and accurately.
― 5 min read
A new model aims to improve forecasting across diverse data types.
― 6 min read
Text2Data improves data generation using unlabeled and labeled sources effectively.
― 7 min read
MINT-1T is the largest open-source dataset for training multimodal models.
― 5 min read
INDICT enhances code safety and helpfulness using dual critique analysis.
― 6 min read
APIGen generates diverse, high-quality datasets for function-calling agents.
― 5 min read
Studying how language models respond to fictional questions reveals shared characteristics.
― 5 min read
A new framework enhances RL simulations for complex scientific data processing.
― 6 min read
A framework to improve teamwork among diverse software engineering agents.
― 5 min read
xGen-MM enhances multimodal models for better image and text learning.
― 6 min read
A new benchmark tests AI agents in realistic CRM tasks.
― 6 min read
CodeTree transforms coding tasks with a structured process and specialized AI agents.
― 6 min read
KALE combines images with rich captions for better understanding.
― 6 min read
SpecTool brings clarity to LLM errors in using tools.
― 4 min read