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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)

Scene Restoring for Narrative Machine Reading Comprehension EMNLP 2020
Conditional Causal Relationships between Emotions and Causes in Texts EMNLP 2020
Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization EMNLP 2020
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols EMNLP 2020
Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection EMNLP 2020
GLUCOSE: GeneraLized and COntextualized Story Explanations EMNLP 2020
Entities as Experts: Sparse Memory Access with Entity Supervision EMNLP 2020
Weakly Supervised Subevent Knowledge Acquisition EMNLP 2020
Deep Weighted MaxSAT for Aspect-based Opinion Extraction EMNLP 2020
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph EMNLP 2020
Knowledge Association with Hyperbolic Knowledge Graph Embeddings EMNLP 2020
TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion EMNLP 2020
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning EMNLP 2020
Structure Aware Negative Sampling in Knowledge Graphs EMNLP 2020
Interpreting Open-Domain Modifiers: Decomposition of Wikipedia Categories into Disambiguated Property-Value Pairs EMNLP 2020
Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment EMNLP 2020
Recurrent Event Network: Autoregressive Structure Inferenceover Temporal Knowledge Graphs EMNLP 2020
Towards Interpretable Reasoning over Paragraph Effects in Situation EMNLP 2020
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion EMNLP 2020
Embedding Words in Non-Vector Space with Unsupervised Graph Learning EMNLP 2020
Debiasing knowledge graph embeddings EMNLP 2020
Causal Inference of Script Knowledge EMNLP 2020
Constrained Fact Verification for FEVER EMNLP 2020
Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction EMNLP 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark EMNLP 2020