conftrace_

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1837 papers

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KG

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large language model (13587) question answering (2963) graph neural network (3962) link prediction (624) retrieval-augmented generation (1592) multi-hop reasoning (423) relation extraction (919) information extraction (1090) representation learning (6206) graph embedding (349)

Papers

Conversational Question Answering with Language Models Generated Reformulations over Knowledge Graph ACL 2024
Learning Pattern-Based Extractors from Natural Language and Knowledge Graphs: Applying Large Language Models to Wikipedia and Linked Open Data AAAI 2024
BlendSQL: A Scalable Dialect for Unifying Hybrid Question Answering in Relational Algebra ACL 2024
Compositional Generalization with Grounded Language Models ACL 2024
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs NIPS 2024
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs ACL 2024
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering EMNLP 2024
Microstructures and Accuracy of Graph Recall by Large Language Models NIPS 2024
A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning NIPS 2024
Entity Alignment with Noisy Annotations from Large Language Models NIPS 2024
Domain Adaptation for Large-Vocabulary Object Detectors NIPS 2024
MRMLREC: A Two-Stage Approach for Addressing Data Sparsity in MOOC Video Recommendation (Student Abstract) AAAI 2024
Beyond Model Performance: Can Link Prediction Enrich French Lexical Graphs? COLING 2024
Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding AAAI 2024
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024
Well-Written Knowledge Graphs: Most Effective RDF Syntaxes for Triple Linearization in End-to-End Extraction of Relations from Texts (Student Abstract) AAAI 2024
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model NIPS 2024
SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NIPS 2024
Building MUSCLE, a Dataset for MUltilingual Semantic Classification of Links between Entities COLING 2024
BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining AAAI 2024
Croatian Idioms Integration: Enhancing the LIdioms Multilingual Linked Idioms Dataset COLING 2024
Self-Supervised Multi-Modal Knowledge Graph Contrastive Hashing for Cross-Modal Search AAAI 2024
QAVSA: Question Answering using Vector Symbolic Algebras ACL 2024
Anchoring Path for Inductive Relation Prediction in Knowledge Graphs AAAI 2024