Grapher: Multi-Stage Knowledge Graph Construction using Pretrained Language Models
- Igor Melnyk
- Pierre Dognin
- et al.
- 2021
- NeurIPS 2021
Publications
98 results at NeurIPS 2021
A Deep Learning application towards transparent communication for Payment for Forest Environmental Services (PES)
- Ngoc Lan Hoang
- Thu-Thuy Pham
- 2021
- NeurIPS 2021
Robust Text Perturbation using Sequence-to-Sequence Pre-Training
- Nishtha Madaan
- Diptikalyan Saha
- et al.
- 2021
- NeurIPS 2021
Proof Extraction for Logical Neural Networks
- Thabang Lebese
- Ndivhuwo Makondo
- et al.
- 2021
- NeurIPS 2021
Accurate Multi-Endpoint Molecular Toxicity Predictions in Humans with Contrastive Explanations
- Bhanushee Sharma
- Vijil Vijil
- et al.
- 2021
- NeurIPS 2021
Expose Uncertainty, Instill Distrust, Avoid Explanations: Towards Ethical Guidelines for AI
- 2021
- NeurIPS 2021
Topological Deep Learning
- Mustafa Hajij
- Karthikeyan Natesan Ramamurthy
- et al.
- 2021
- NeurIPS 2021
Optimizing Functionals on the Space of Probabilities with Input Convex Neural Network
- David Alvarez-Melis
- Yair Schiff
- et al.
- 2021
- NeurIPS 2021
Identification of Enzymatic Active Sites with Unsupervised Language Modelling
- Loic Kwate Dassi
- Matteo Manica
- et al.
- 2021
- NeurIPS 2021
FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning
- Yi Zhou
- Parikshit Ram
- et al.
- 2021
- NeurIPS 2021