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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

Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts NAACL 2022
ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs AAAI 2022
HiTKG: Towards Goal-Oriented Conversations via Multi-Hierarchy Learning AAAI 2022
ParsSimpleQA: The Persian Simple Question Answering Dataset and System over Knowledge Graph AACL 2022
Inductive Relation Prediction by BERT AAAI 2022
ECNUICA at SemEval-2021 Task 11: Rule based Information Extraction Pipeline IJCNLP 2021
Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs NAACL 2021
KnowGraph@IITK at SemEval-2021 Task 11: Building Knowledge Graph for NLP Research IJCNLP 2021
SemEval-2021 Task 11: NLPContributionGraph - Structuring Scholarly NLP Contributions for a Research Knowledge Graph IJCNLP 2021
Joint Learning of Representations for Web-tables, Entities and Types using Graph Convolutional Network EACL 2021
SemEval-2021 Task 8: MeasEval – Extracting Counts and Measurements and their Related Contexts SEMEVAL 2021
StereoRel: Relational Triple Extraction from a Stereoscopic Perspective ACL 2021
SERAG: Semantic Entity Retrieval from Arabic Knowledge Graphs EACL 2021
Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models EMNLP 2021
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations ACL 2021
Explain Me the Painting: Multi-Topic Knowledgeable Art Description Generation ICCV 2021
INNOVATORS at SemEval-2021 Task-11: A Dependency Parsing and BERT-based model for Extracting Contribution Knowledge from Scientific Papers ACL 2021
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining IJCNLP 2021
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction NIPS 2021
Knowledge Mining and Transferring for Domain Adaptive Object Detection ICCV 2021
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization IJCNLP 2021
YNU-HPCC at SemEval-2021 Task 11: Using a BERT Model to Extract Contributions from NLP Scholarly Articles SEMEVAL 2021
Representing Implicit Positive Meaning of Negated Statements in AMR EMNLP 2021
CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction IJCNLP 2021
Knowledge Base Question Answering through Recursive Hypergraphs EACL 2021