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Knowledge Representation

379 directly classified papers

Papers per year

Papers

Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling NAACL 2022

GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models EMNLP 2022

Finite Entailment of Local Queries in the Z Family of Description Logics AAAI 2022

On the Complexity of Inductively Learning Guarded Clauses AAAI 2022

MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks AAAI 2022

Multi-View Graph Representation for Programming Language Processing: An Investigation into Algorithm Detection AAAI 2022

Compilation of Aggregates in ASP Systems AAAI 2022

MeTeoR: Practical Reasoning in Datalog with Metric Temporal Operators AAAI 2022

SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning AAAI 2022

An Ontological Approach towards Automatic Creation of Infographics from Formal Text (Student Abstract) AAAI 2022

Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation ACL 2022

Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding EMNLP 2022

Sequence Models for Document Structure Identification in an Undeciphered Script EMNLP 2022

Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules EMNLP 2022

GenIE: Generative Information Extraction NAACL 2022

COPEN: Probing Conceptual Knowledge in Pre-trained Language Models EMNLP 2022

Transformer-based Entity Typing in Knowledge Graphs EMNLP 2022

Can AMR Assist Legal and Logical Reasoning? EMNLP 2022

Relational Neural Markov Random Fields AISTATS 2022

Modeling Structure with Undirected Neural Networks ICML 2022

On perfectness in Gaussian graphical models AISTATS 2022

RepGraph: Visualising and Analysing Meaning Representation Graphs EMNLP 2021

Provably Strict Generalisation Benefit for Equivariant Models ICML 2021

Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks ICML 2021

Stratified Negation in Datalog with Metric Temporal Operators AAAI 2021