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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)

A Simple Framework for Cognitive Planning AAAI 2021
Directed Graph Embeddings in Pseudo-Riemannian Manifolds ICML 2021
ERNIE-ViL: Knowledge Enhanced Vision-Language Representations through Scene Graphs AAAI 2021
Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation EMNLP 2021
Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs AAAI 2021
Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network ACL 2021
Time-to-Event Models for Analyzing Reaction Time Sequences INTERSPEECH 2021
From Discourse to Narrative: Knowledge Projection for Event Relation Extraction IJCNLP 2021
An Automated Engineering Assistant: Learning Parsers for Technical Drawings AAAI 2021
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection ACL 2021
Towards Automatic Bias Detection in Knowledge Graphs EMNLP 2021
MG-BERT: Multi-Graph Augmented BERT for Masked Language Modeling NAACL 2021
SKATE: A Natural Language Interface for Encoding Structured Knowledge AAAI 2021
Inconsistency Matters: A Knowledge-guided Dual-inconsistency Network for Multi-modal Rumor Detection EMNLP 2021
Improving Causal Inference by Increasing Model Expressiveness AAAI 2021
Knowledge and Keywords Augmented Abstractive Sentence Summarization EMNLP 2021
Recursive Causal Structure Learning in the Presence of Latent Variables and Selection Bias NIPS 2021
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction NIPS 2021
How to Train Your Agent to Read and Write AAAI 2021
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion IJCNLP 2021
Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction ACL 2021
GENE: Global Event Network Embedding NAACL 2021
Knowledge-driven Natural Language Understanding of English Text and its Applications AAAI 2021
DWUG: A large Resource of Diachronic Word Usage Graphs in Four Languages EMNLP 2021
Neural Unification for Logic Reasoning over Natural Language EMNLP 2021