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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

Open-Domain Question Answering with Pre-Constructed Question Spaces NAACL 2021
An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing EMNLP 2021
InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection ACL 2021
KAAPA: Knowledge Aware Answers from PDF Analysis AAAI 2021
SemEval-2021 Task 11: NLPContributionGraph - Structuring Scholarly NLP Contributions for a Research Knowledge Graph ACL 2021
ITNLP at SemEval-2021 Task 11: Boosting BERT with Sampling and Adversarial Training for Knowledge Extraction ACL 2021
PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint Modeling EMNLP 2021
Generating An Optimal Interview Question Plan Using A Knowledge Graph And Integer Linear Programming NAACL 2021
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining ACL 2021
ECNUICA at SemEval-2021 Task 11: Rule based Information Extraction Pipeline ACL 2021
$K^2$-GNN: Multiple Users’ Comments Integration with Probabilistic K-Hop Knowledge Graph Neural Networks ACML 2021
Knowledge Graph-based Question Answering with Electronic Health Records MLHC 2021
Learning Knowledge Graph-based World Models of Textual Environments NIPS 2021
SemEval-2021 Task 11: NLPContributionGraph - Structuring Scholarly NLP Contributions for a Research Knowledge Graph SEMEVAL 2021
Think about it! Improving defeasible reasoning by first modeling the question scenario. EMNLP 2021
Low Resource Quadratic Forms for Knowledge Graph Embeddings EMNLP 2021
ExcavatorCovid: Extracting Events and Relations from Text Corpora for Temporal and Causal Analysis for COVID-19 EMNLP 2021
Multifaceted Domain-Specific Document Embeddings NAACL 2021
Two Training Strategies for Improving Relation Extraction over Universal Graph EACL 2021
CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction ACL 2021
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference ACL 2021
From Discourse to Narrative: Knowledge Projection for Event Relation Extraction ACL 2021
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation EMNLP 2021
Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks ACL 2021
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization ACL 2021