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Knowledge & Reasoning

4,397 papers (1 classified directly here)

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Papers (including subtopics)

KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models EMNLP 2022 Knowledge-Augmented Methods for Natural Language Processing ACL 2022 Knowledge-augmented Self-training of A Question Rewriter for Conversational Knowledge Base Question Answering EMNLP 2022 Knowledge-Based News Event Analysis and Forecasting Toolkit IJCAI 2022 Knowledge Compilation Meets Logical Separability AAAI 2022 Knowledge Enhanced Reflection Generation for Counseling Dialogues ACL 2022 Knowledge Graph Generation From Text EMNLP 2022 Knowledge informed sustainability detection from short financial texts EMNLP 2022 Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion COLING 2022 Knowledge transfer for learning subject-specific causal models PGM 2022 KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base ACL 2022 KSAM: Infusing Multi-Source Knowledge into Dialogue Generation via Knowledge Source Aware Multi-Head Decoding ACL 2022 Language Diversity: Visible to Humans, Exploitable by Machines ACL 2022 Language Models as Knowledge Embeddings IJCAI 2022 Large-Scale Differentiable Causal Discovery of Factor Graphs NeurIPS 2022 Latent Hierarchical Causal Structure Discovery with Rank Constraints NeurIPS 2022 Latent Space Explanation by Intervention AAAI 2022 Learning First-Order Rules with Differentiable Logic Program Semantics IJCAI 2022 Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference ACL 2022 Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D Rotations COLING 2022 Learning Inter-Entity-Interaction for Few-Shot Knowledge Graph Completion EMNLP 2022 Learning linear non-Gaussian polytree models UAI 2022 Learning Reasoning Patterns for Relational Triple Extraction with Mutual Generation of Text and Graph ACL 2022 Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion NAACL 2022 Learning to Express in Knowledge-Grounded Conversation NAACL 2022