Knowledge and Reasoning
For AI to be useful, it needs to understand what’s being asked of it, and to know how to respond. At IBM Research, we’re working on systems to help AI better reason with the tasks it’s presented, such as understanding context and analogies, comprehension, and planning through scenarios.
Our work
AI, you have a lot of explaining to do
ReleaseIBM, MIT and Harvard release “Common Sense AI” dataset at ICML 2021
ReleaseIBM’s new AI outperforms competition in table entry search with question-answering
ReleaseGetting AI to reason: using neuro-symbolic AI for knowledge-based question answering
ResearchDualTKB: A Dual Learning Bridge between Text and Knowledge Base
Research
Publications
- 2022
- IJCAI 2022
- 2022
- IJCAI 2022
- 2022
- ICML 2022
- 2022
- NAACL 2022
- 2022
- ICAPS 2022
- 2022
- ICAPS 2022