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

S2ORC: The Semantic Scholar Open Research Corpus ACL 2020
GAIA: A Fine-grained Multimedia Knowledge Extraction System ACL 2020
Neural Entity Summarization with Joint Encoding and Weak Supervision IJCAI 2020
Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings ACL 2020
MedWriter: Knowledge-Aware Medical Text Generation COLING 2020
Webly Supervised Knowledge Embedding Model for Visual Reasoning CVPR 2020
AttnIO: Knowledge Graph Exploration with In-and-Out Attention Flow for Knowledge-Grounded Dialogue EMNLP 2020
An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing EMNLP 2020
What relations are reliably embeddable in Euclidean space? ALT 2020
GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text Generation COLING 2020
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning EMNLP 2020
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning EMNLP 2020
I Know What You Asked: Graph Path Learning using AMR for Commonsense Reasoning COLING 2020
TransOMCS: From Linguistic Graphs to Commonsense Knowledge IJCAI 2020
Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources COLING 2020
Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information ACL 2020
Attribute Propagation Network for Graph Zero-Shot Learning AAAI 2020
A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving EMNLP 2020
CoLAKE: Contextualized Language and Knowledge Embedding COLING 2020
Knowledge Graph Enhanced Neural Machine Translation via Multi-task Learning on Sub-entity Granularity COLING 2020
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph EMNLP 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark EMNLP 2020
Out-of-Sample Representation Learning for Knowledge Graphs EMNLP 2020
A New Neural Search and Insights Platform for Navigating and Organizing AI Research EMNLP 2020
PathQG: Neural Question Generation from Facts EMNLP 2020