What we do
Megagon Labs brings you state-of-the-art research in the broad areas of Artificial Intelligence, Data Management, and Natural Language Processing. We support the AI research community by open-sourcing our findings, sponsoring conferences, and hosting interns. Our research and innovations help develop everyday online tools developed by the many subsidiaries of Recruit Group, intending to contribute to improving the way we make decisions for bettering our daily lives.
Our
Research
+ We develop techniques and algorithms to advance NLP applications for various complexities and domains through a multi-agent approach across a multi-modal data lake. We also work to improve the functionality of LLMs.
+ The emergence of LLMs as proficient agents has ushered in a new era of compound AI systems- we address the challenges of building compound AI systems for enterprises.
Symbiosis
+ We tackle research problems at the intersection of data management and AI to enable self-serving data exploration and analytics at scale over heterogeneous data management.
Centered AI
+We work on planning for complex tasks while incorporating human feedback, developing conversational interfaces for interacting with compound AI systems, and designing tools to enhance data annotation using LLMs.
Megagon's
Tech Resources
Megagon Labs prides itself on being a support to the research community. One way we support the community is by offering benchmarks, datasets, and frameworks to help advance your research and projects in AI.
Megagon's
Publications
Our vision is to investigate, innovate, propose, and build symbiotic systems that mutually exploit language models (LM) and knowledge graphs (KG) in a continuous and (semi-) automated learning paradigm to address current challenges.
Meet
Our team
Join our Team
Interested in research, engineering, or learning as an intern? We provide an environment that fosters growth and impact.
