Knowledge & Reasoning

Explanations for Occluded Images ICCV 2021 Exploiting Edge-Oriented Reasoning for 3D Point-Based Scene Graph Analysis CVPR 2021 Exploiting Equality Constraints in Causal Inference AISTATS 2021 Exploiting Reasoning Chains for Multi-hop Science Question Answering EMNLP 2021 Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs EACL 2021 Extend, don’t rebuild: Phrasing conditional graph modification as autoregressive sequence labelling EMNLP 2021 Extracting a Knowledge Base of Mechanisms from COVID-19 Papers NAACL 2021 Extracting Fine-Grained Knowledge Graphs of Scientific Claims: Dataset and Transformer-Based Results EMNLP 2021 Faithfully Explainable Recommendation via Neural Logic Reasoning NAACL 2021 Fast Abductive Learning by Similarity-based Consistency Optimization NeurIPS 2021 Faster and Better Simple Temporal Problems AAAI 2021 Finding Invariants of Distributed Systems: It's a Small (Enough) World After All NSDI 2021 Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation ACL 2021 Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks EMNLP 2021 FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference JMLR 2021 Focused Inference and System P AAAI 2021 From Discourse to Narrative: Knowledge Projection for Event Relation Extraction ACL 2021 GaussianPath:A Bayesian Multi-Hop Reasoning Framework for Knowledge Graph Reasoning AAAI 2021 GENE: Global Event Network Embedding NAACL 2021 Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction AAAI 2021 Generating Hypothetical Events for Abductive Inference ACL 2021 Glyph Enhanced Chinese Character Pre-Training for Lexical Sememe Prediction EMNLP 2021 GMH: A General Multi-hop Reasoning Model for KG Completion EMNLP 2021 GoJournal: a verified, concurrent, crash-safe journaling system OSDI 2021 Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation AAAI 2021