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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)

HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022
Learning to Improve Persona Consistency in Multi-party Dialogue Generation via Text Knowledge Enhancement COLING 2022
Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022
Exploring Relational Semantics for Inductive Knowledge Graph Completion AAAI 2022
Latent Space Explanation by Intervention AAAI 2022
Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding COLING 2022
SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning AAAI 2022
Going “Deeper”: Structured Sememe Prediction via Transformer with Tree Attention ACL 2022
BiRdQA: A Bilingual Dataset for Question Answering on Tricky Riddles AAAI 2022
On the Complexity of Inductively Learning Guarded Clauses AAAI 2022
Fuzzy Logic Based Logical Query Answering on Knowledge Graphs AAAI 2022
A Hybrid Causal Structure Learning Algorithm for Mixed-Type Data AAAI 2022
Towards a Progression-Aware Autonomous Dialogue Agent NAACL 2022
CauAIN: Causal Aware Interaction Network for Emotion Recognition in Conversations IJCAI 2022
Learning linear non-Gaussian polytree models UAI 2022
Causal structure-based root cause analysis of outliers ICML 2022
Deep Reinforcement Learning for Entity Alignment ACL 2022
The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs AACL 2022
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View AAAI 2022
CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion ACL 2022
Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification NIPS 2022
Causal Distillation for Language Models NAACL 2022
Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems IJCNLP 2022
A Framework for Adapting Pre-Trained Language Models to Knowledge Graph Completion EMNLP 2022
Augmenting Knowledge Graphs for Better Link Prediction IJCAI 2022