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Reasoning

2595 directly classified papers

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Papers

DocTime: A Document-level Temporal Dependency Graph Parser NAACL 2022
Classical Sequence Match Is a Competitive Few-Shot One-Class Learner COLING 2022
GraDA: Graph Generative Data Augmentation for Commonsense Reasoning COLING 2022
Equivariant Transduction through Invariant Alignment COLING 2022
CausalQA: A Benchmark for Causal Question Answering COLING 2022
Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios COLING 2022
An Augmented Benchmark Dataset for Geometric Question Answering through Dual Parallel Text Encoding COLING 2022
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs IJCAI 2022
Inverse Problems for Gradual Semantics IJCAI 2022
Teaching Neural Module Networks to Do Arithmetic COLING 2022
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts COLING 2022
On Preferences and Priority Rules in Abstract Argumentation IJCAI 2022
What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning IJCAI 2022
ArT: All-round Thinker for Unsupervised Commonsense Question Answering COLING 2022
Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering COLING 2022
ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification COLING 2022
Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning COLING 2022
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering COLING 2022
DCT-Centered Temporal Relation Extraction COLING 2022
A Simple Temporal Information Matching Mechanism for Entity Alignment between Temporal Knowledge Graphs COLING 2022
GLAF: Global-to-Local Aggregation and Fission Network for Semantic Level Fact Verification COLING 2022
An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation ACL 2022
CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation ACL 2022
Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs COLING 2022
Prompt-based Conservation Learning for Multi-hop Question Answering COLING 2022