The State of the Art on Knowledge Graph Construction from Text: Named Entity Recognition and Relation Extraction Perspectives
- Jennifer D'souza
- Nandana Mihindukulasooriya
- 2022
- KGC2022 2022
Publications
This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
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295 results for Neuro-symbolic AI
Reinforcement Learning for a system-of-systems approach in water management
- 2021
- EGU 2021
The State of the Art Transformer Language Models on Knowledge Graph Construction from Text: Named Entity Recognition and Relation Extraction
- Jennifer D'souza
- Nandana Mihindukulasooriya
- 2023
- KGC 2023
A Novel Hybrid Interpretability Method for Sequential Decision Making
- Ngoc Lan Hoang
- Alexander Zadorojniy
- 2022
- INFORMS 2022
Distributed AutoML Pipeline Search in PC/RasPi K8s Cluster
- Paulito Palmes
- Akihiro Kishimoto
- et al.
- 2022
- JuliaCon 2022
WikiCausal: Corpus and Evaluation Framework for Causal Knowledge Graph Construction
- 2024
- ISWC 2024
Towards teaching multi agent system the concept of risks and safety for actionable climate decisions
- Ngoc Lan Hoang
- Michail Smyrnakis
- 2023
- EGU 2023
A leader-follower game theoretic approach for training reinforcement learning agents
- Ngoc Lan Hoang
- Michail Smyrnakis
- 2022
- INFORMS 2022
Efficient Distributionally Robust Learning via Unbiased Gradient Estimation
- Soumyadip Ghosh
- Mark Squillante
- 2022
- MDS 2022
A Class of Geometric Structures in Transfer Learning: Minimax Bounds and Optimality
- Xuhui Zhang
- Jose Blanchet
- et al.
- 2022
- AISTATS 2022