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Representation

2,100 papers (7 classified directly here)

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Papers (including subtopics)

Complexity of Credulous and Skeptical Acceptance in Epistemic Argumentation Framework AAAI 2024 Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs ACL 2024 Compositional Generalization with Grounded Language Models ACL 2024 Computational Morphology and Lexicography Modeling of Modern Standard Arabic Nominals EACL 2024 Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024 Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model NeurIPS 2024 Context-Aware Adapter Tuning for Few-Shot Relation Learning in Knowledge Graphs EMNLP 2024 Conversational Question Answering with Language Models Generated Reformulations over Knowledge Graph ACL 2024 Correlation-Induced Label Prior for Semi-Supervised Multi-Label Learning ICML 2024 CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering EMNLP 2024 Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training ICML 2024 CPa-WAC: Constellation Partitioning-based Scalable Weighted Aggregation Composition for Knowledge Graph Embedding IJCAI 2024 CRAG - Comprehensive RAG Benchmark NeurIPS 2024 Croatian Idioms Integration: Enhancing the LIdioms Multilingual Linked Idioms Dataset COLING 2024 DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs ACL 2024 Data Complexity in Expressive Description Logics with Path Expressions IJCAI 2024 DECRL: A Deep Evolutionary Clustering Jointed Temporal Knowledge Graph Representation Learning Approach NeurIPS 2024 Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks AAAI 2024 Detecting and Identifying Selection Structure in Sequential Data ICML 2024 DFRP: A Dual-Track Feedback Recommendation System for Educational Resources IJCAI 2024 Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos NeurIPS 2024 Directed Hypergraph Representation Learning for Link Prediction AISTATS 2024 Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024 Discovering Mixtures of Structural Causal Models from Time Series Data ICML 2024 DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction EMNLP 2024