← Representation
Knowledge & Reasoning › Representation ›

Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Capturing Knowledge Graphs and Rules with Octagon Embeddings IJCAI 2024
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction NIPS 2024
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024
Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering EMNLP 2024
Fast and Continual Knowledge Graph Embedding via Incremental LoRA IJCAI 2024
Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs EMNLP 2024
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs ACL 2024
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering COLING 2024
Knowledge Graph-Enhanced Large Language Models via Path Selection ACL 2024
Efficient and Accurate Contextual Re-Ranking for Knowledge Graph Question Answering COLING 2024
LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024
NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing ACL 2024
Directed Hypergraph Representation Learning for Link Prediction AISTATS 2024
Information Theoretically Optimal Sample Complexity of Learning Dynamical Directed Acyclic Graphs AISTATS 2024
AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments ACL 2024
Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships CVPR 2024
VER: Unifying Verbalizing Entities and Relations EMNLP 2023
MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document EMNLP 2023
mReFinED: An Efficient End-to-End Multilingual Entity Linking System EMNLP 2023
An Empirical Investigation of Implicit and Explicit Knowledge-Enhanced Methods for Ad Hoc Dataset Retrieval EMNLP 2023
Multilingual Generation and Answering of Questions from Texts and Knowledge Graphs EMNLP 2023
Relation-Aware Question Answering for Heterogeneous Knowledge Graphs EMNLP 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering EMNLP 2023
Topic Ontologies for Arguments EACL 2023