IBM Neuro-Symbolic AI Summer School Day 2: Entity Linking (Dinesh Garg)

Improving over BLINK SOTA on low-data regime; multi-task with type prediction. Zero-shot entity linking.

IBM Neuro-Symbolic AI Summer School 2022. Image: LinkedIn.

IBM NeuroSymbolicAI Summer School 2022 Day 2: Neuro-Symbolic Techniques for Entity Linking given by Dinesh Garg:

• Improving over BLINK SOTA on low data regime
• Multi-task with addition on type prediction

G P Shrivatsa Bhargav, Dinesh Khandelwal, Saswati Dana, Dinesh Garg, Pavan Kapanipathi, Salim Roukos, Alexander Gray, and L Venkata Subramaniam 2022. “Zero-Shot Entity Linking with Less Data.” In Findings of the Association for Computational Linguistics: NAACL 2022, 1681–97. Seattle, United States: Association for Computational Linguistics. https://aclanthology.org/2022.findings-naacl.127/

Summer School site: https://ibm.github.io/neuro-symbolic-ai/events/ns-summerschool2022/

Originally posted on LinkedIn.