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Knowledge & Reasoning

3,940 papers (1 classified directly here)

Subtopics

Reasoning (2,428) Representation (1,906)

Papers per year

17
13
418
543
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Papers (including subtopics)

CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations ACL 2022
Guiding Neural Story Generation with Reader Models EMNLP 2022
Simulating Sets in Answer Set Programming IJCAI 2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey AAAI 2022
Knowledge-augmented Self-training of A Question Rewriter for Conversational Knowledge Base Question Answering EMNLP 2022
Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders NIPS 2022
On Paraconsistent Belief Revision in LP AAAI 2022
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 2022
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach EMNLP 2022
KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answering EMNLP 2022
Cycle Representation Learning for Inductive Relation Prediction ICML 2022
CoSe-Co: Text Conditioned Generative CommonSense Contextualizer NAACL 2022
Approximate Inference for Stochastic Planning in Factored Spaces PGM 2022
Using Conditional Independence for Belief Revision AAAI 2022
Understanding Enthymemes in Deductive Argumentation Using Semantic Distance Measures AAAI 2022
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base ACL 2022
Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs ACL 2022
Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform EMNLP 2022
Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies NIPS 2022
Functional Generalized Empirical Likelihood Estimation for Conditional Moment Restrictions ICML 2022
Bounding Quality in Diverse Planning AAAI 2022
Sufficient Reasons for Classifier Decisions in the Presence of Domain Constraints AAAI 2022
Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs COLING 2022
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering COLING 2022
Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations AAAI 2022