Efficient Generalization with Distributionally Robust LearningSoumyadip GhoshMark Squillanteet al.2021NeurIPS 2021
Automated Evaluation of GNN Explanations with Neuro Symbolic ReasoningVanya Bannihatti KumarBalaji Ganesanet al.2021NeurIPS 2021
A Deep Learning application towards transparent communication for Payment for Forest Environmental Services (PES)Ngoc Lan HoangThu-Thuy Pham2021NeurIPS 2021
Neuro-Symbolic Approaches for Text-Based Policy LearningSUBHAJIT CHAUDHURYPrithvi Senet al.2021EMNLP 2021
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal TransportManling LiTengfei Maet al.2021EMNLP 2021
Neuro-Symbolic Reinforcement Learning with First-Order LogicDaiki KimuraMasaki Onoet al.2021EMNLP 2021
Neural Unification for Logic Reasoning over Natural LanguageGabriele PiccoLam Thanh Hoanget al.2021EMNLP 2021
Constructing contrastive samples via summarization for text classification with limited annotationsYangkai DuTengfei Maet al.2021EMNLP 2021
Probabilistic framework for modeling event shocks to financial time seriesYada ZhuWenyu Chenet al.2021ICAIF 2021