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

TaKG: A New Dataset for Paragraph-level Table-to-Text Generation Enhanced with Knowledge Graphs AACL 2022
Neural-Symbolic Entangled Framework for Complex Query Answering NIPS 2022
Contrastive Language-Image Pre-Training with Knowledge Graphs NIPS 2022
Inductive Logical Query Answering in Knowledge Graphs NIPS 2022
The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs IJCNLP 2022
A Decade of Knowledge Graphs in Natural Language Processing: A Survey IJCNLP 2022
Cross-Modal Clinical Graph Transformer for Ophthalmic Report Generation CVPR 2022
Knowledge Mining With Scene Text for Fine-Grained Recognition CVPR 2022
Query and Attention Augmentation for Knowledge-Based Explainable Reasoning CVPR 2022
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models IJCNLP 2022
Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning IJCNLP 2022
Few-shot Relational Reasoning via Connection Subgraph Pretraining NIPS 2022
Spatial Commonsense Graph for Object Localisation in Partial Scenes CVPR 2022
PYLON: A PyTorch Framework for Learning with Constraints AAAI 2022
SPARQL-to-Text Question Generation for Knowledge-Based Conversational Applications IJCNLP 2022
OneRel: Joint Entity and Relation Extraction with One Module in One Step AAAI 2022
Knowledge Bridging for Empathetic Dialogue Generation AAAI 2022
Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding AAAI 2022
Ensemble Semi-supervised Entity Alignment via Cycle-Teaching AAAI 2022
DDGCN: Dual Dynamic Graph Convolutional Networks for Rumor Detection on Social Media AAAI 2022
Evaluating Explanations of Relational Graph Convolutional Network Link Predictions on Knowledge Graphs AAAI 2022
A Simplified Benchmark for Ambiguous Explanations of Knowledge Graph Link Prediction Using Relational Graph Convolutional Networks (Student Abstract) AAAI 2022
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph IJCNLP 2022
Fuzzy Logic Based Logical Query Answering on Knowledge Graphs AAAI 2022
Improving Scene Graph Classification by Exploiting Knowledge from Texts AAAI 2022