conftrace_

knowledge graph

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

Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations EMNLP 2022
Transformer-based Entity Typing in Knowledge Graphs EMNLP 2022
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation EMNLP 2022
Guiding Neural Entity Alignment with Compatibility EMNLP 2022
Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs EMNLP 2022
Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction EMNLP 2022
Faithful Knowledge Graph Explanations in Commonsense Question Answering EMNLP 2022
ComFact: A Benchmark for Linking Contextual Commonsense Knowledge EMNLP 2022
Hybrid Knowledge Engineering Leveraging a Robust ML Framework to Produce an Assassination Dataset EMNLP 2022
TaxFree: a Visualization Tool for Candidate-free Taxonomy Enrichment IJCNLP 2022
Named Entity Recognition in Industrial Tables using Tabular Language Models EMNLP 2022
Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022
Knowledge Graph Generation From Text EMNLP 2022
Think Beyond Words: Exploring Context-Relevant Visual Commonsense for Diverse Dialogue Generation EMNLP 2022
Knowledge-grounded Dialog State Tracking EMNLP 2022
Adapters for Enhanced Modeling of Multilingual Knowledge and Text EMNLP 2022
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering EMNLP 2022
Unsupervised Domain Adaptation for Joint Information Extraction EMNLP 2022
Revisiting the Roles of “Text” in Text Games EMNLP 2022
UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA IJCNLP 2022
TaxFree: a Visualization Tool for Candidate-free Taxonomy Enrichment AACL 2022
Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations AACL 2022
Leveraging knowledge graphs to update scientific word embeddings using latent semantic imputation AACL 2022
A Decade of Knowledge Graphs in Natural Language Processing: A Survey AACL 2022
Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning AACL 2022