Knowledge Graphs

Towards Multi-Relational Multi-Hop Reasoning over Dense Temporal Knowledge Graphs ACL 2024 Towards Scene Graph Anticipation ECCV 2024 TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation EMNLP 2024 TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation Rotation COLING 2024 Translating Subgraphs to Nodes Makes Simple GNNs Strong and Efficient for Subgraph Representation Learning ICML 2024 Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL 2024 Two-Stage Shadow Inclusion Estimation: An IV Approach for Causal Inference under Latent Confounding and Collider Bias ICML 2024 Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation ICML 2024 Unified Interpretation of Smoothing Methods for Negative Sampling Loss Functions in Knowledge Graph Embedding ACL 2024 Unlocking the Power of Large Language Models for Entity Alignment ACL 2024 Viewpoint-Aware Visual Grounding in 3D Scenes CVPR 2024 VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context ICML 2024 Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal Assistant EMNLP 2024 What Does a Query Answer Tell You? Informativeness of Query Answers for Knowledge Bases AAAI 2024 Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos CVPR 2024 Word-level Commonsense Knowledge Selection for Event Detection COLING 2024 XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs EMNLP 2024 Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs ACL 2024 90% F1 Score in Relation Triple Extraction: Is it Real? EMNLP 2023 A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs EMNLP 2023 ACCEPT at SemEval-2023 Task 3: An Ensemble-based Approach to Multilingual Framing Detection SemEval 2023 Adapting Neural Link Predictors for Data-Efficient Complex Query Answering NeurIPS 2023 Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning IJCAI 2023 A Data Source for Reasoning Embodied Agents AAAI 2023 A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment ACL 2023