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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)

Best-Effort Synthesis: Doing Your Best Is Not Harder Than Giving Up IJCAI 2021
Effect Generation Based on Causal Reasoning EMNLP 2021
Causal Inference for Event Pairs in Multivariate Point Processes NIPS 2021
SERAG: Semantic Entity Retrieval from Arabic Knowledge Graphs EACL 2021
Contextual Conditional Reasoning AAAI 2021
Distilling Causal Effect of Data in Class-Incremental Learning CVPR 2021
CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models CVPR 2021
Multivalent Entailment Graphs for Question Answering EMNLP 2021
On Weak Stubborn Sets in Classical Planning IJCAI 2021
Conditional independences and causal relations implied by sets of equations JMLR 2021
A Semantic Filter Based on Relations for Knowledge Graph Completion EMNLP 2021
Enhancing Model Robustness and Fairness with Causality: A Regularization Approach EMNLP 2021
Successor-Invariant First-Order Logic on Classes of Bounded Degree (Extended Abstract) IJCAI 2021
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning NIPS 2021
Enhancing Factual Consistency of Abstractive Summarization NAACL 2021
Low-Rank Subspaces for Unsupervised Entity Linking EMNLP 2021
ActiveEA: Active Learning for Neural Entity Alignment EMNLP 2021
Strategyproof Randomized Social Choice for Restricted Sets of Utility Functions IJCAI 2021
Learning Temporal Plan Preferences from Examples: An Empirical Study IJCAI 2021
On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings EMNLP 2021
Referenceless Parsing-Based Evaluation of AMR-to-English Generation EMNLP 2021
RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classification EMNLP 2021
Skeptical Reasoning with Preferred Semantics in Abstract Argumentation without Computing Preferred Extensions IJCAI 2021
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models EMNLP 2021
Relation-aware Bidirectional Path Reasoning for Commonsense Question Answering EMNLP 2021