Representation

TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering ACL 2024 The DBpedia Databus Tutorial: Increase the Visibility and Usability of Your Data COLING 2024 The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing NAACL 2024 The Queen of England is not England’s Queen: On the Lack of Factual Coherency in PLMs EACL 2024 The Virtual Driving Instructor: Multi-Agent System Collaborating via Knowledge Graph for Scalable Driver Education AAAI 2024 Towards Continual Knowledge Graph Embedding via Incremental Distillation AAAI 2024 Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs EMNLP 2024 Towards Cross-Linguistic Semantic Grounding using Dictionary Graph Analysis EMNLP 2024 Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph ICML 2024 Towards Human-like Learning from Relational Structured Data AAAI 2024 Towards Making Learnware Specification and Market Evolvable AAAI 2024 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 Tracking the perspectives of interacting language models 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 Finetuning for Factual Knowledge Extraction 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 Uniform Meaning Representation Parsing as a Pipelined Approach ACL 2024 Unlocking the Power of Large Language Models for Entity Alignment ACL 2024 Viewpoint-Aware Visual Grounding in 3D Scenes CVPR 2024