Knowledge & Reasoning

Integration of Heterogeneous Knowledge Sources for Biomedical Text Processing EMNLP 2022 Interactive Symbol Grounding with Complex Referential Expressions NAACL 2022 Interpretable Proof Generation via Iterative Backward Reasoning NAACL 2022 Interpreting Time-Varying Dynamic Bayesian Networks for Earth Climate Modelling PGM 2022 Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction AAAI 2022 Interventions, Where and How? Experimental Design for Causal Models at Scale NeurIPS 2022 Invariant Ancestry Search ICML 2022 IRRGN: An Implicit Relational Reasoning Graph Network for Multi-turn Response Selection EMNLP 2022 ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs AAAI 2022 Iterative Structural Inference of Directed Graphs NeurIPS 2022 JAKET: Joint Pre-training of Knowledge Graph and Language Understanding AAAI 2022 JDDC 2.1: A Multimodal Chinese Dialogue Dataset with Joint Tasks of Query Rewriting, Response Generation, Discourse Parsing, and Summarization EMNLP 2022 Joint Completion and Alignment of Multilingual Knowledge Graphs EMNLP 2022 Joint Language Semantic and Structure Embedding for Knowledge Graph Completion COLING 2022 JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering NAACL 2022 JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract) AAAI 2022 KAT: A Knowledge Augmented Transformer for Vision-and-Language NAACL 2022 KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media NAACL 2022 KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answering EMNLP 2022 KG-CRuSE: Recurrent Walks over Knowledge Graph for Explainable Conversation Reasoning using Semantic Embeddings ACL 2022 KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings COLING 2022 KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering ACL 2022 KGI: An Integrated Framework for Knowledge Intensive Language Tasks EMNLP 2022 KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation AAAI 2022 KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning CVPR 2022