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
ReleaseDinesh Garg, Parag Singla, Dinesh Khandelwal, Shourya Aggarwal, Divyanshu Mandowara, and Vishwajeet Agrawal5 minute readIBM, MIT and Harvard release “Common Sense AI” dataset at ICML 2021
ReleaseDan Gutfreund, Abhishek Bhandwaldar, and Chuang Gan6 minute readIBM’s new AI outperforms competition in table entry search with question-answering
ReleaseAlfio Gliozzo, Michael Glass, and Mustafa Canim7 minute readGetting AI to reason: using neuro-symbolic AI for knowledge-based question answering
ResearchSalim Roukos, Alexander Gray, and Pavan Kapanipathi7 minute readDualTKB: A Dual Learning Bridge between Text and Knowledge Base
ResearchPierre Dognin6 minute read
Publications
- Lokesh Mishra
- Sohayl Dhibi
- et al.
- 2024
- ACL 2024
- Shreyas Basavatia
- Keerthiram Murugesan
- et al.
- 2024
- ACL 2024
- Debarun Bhattacharjya
- Junkyu Lee
- et al.
- 2024
- IJCAI 2024
- Shuai Zhang
- Heshan Fernando
- et al.
- 2024
- ICML 2024
- Andong Wang
- Bo Wu
- et al.
- 2024
- CVPR 2024
- Asaf Yehudai
- Elron Bandel
- 2024
- NAACL 2024