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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

Implicit Relation Linking for Question Answering over Knowledge Graph ACL 2022
Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension ACL 2022
C3KG: A Chinese Commonsense Conversation Knowledge Graph ACL 2022
Benchmark for Research Theme Classification of Scholarly Documents COLING 2022
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation COLING 2022
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters ACL 2022
MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities ACL 2022
Modeling U.S. State-Level Policies by Extracting Winners and Losers from Legislative Texts ACL 2022
Open Domain Question Answering with A Unified Knowledge Interface ACL 2022
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base ACL 2022
TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge ACL 2022
Learning Reasoning Patterns for Relational Triple Extraction with Mutual Generation of Text and Graph ACL 2022
ZiNet: Linking Chinese Characters Spanning Three Thousand Years ACL 2022
Materialized Knowledge Bases from Commonsense Transformers ACL 2022
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings NAACL 2022
Dangling-Aware Entity Alignment with Mixed High-Order Proximities NAACL 2022
Unsupervised Knowledge Graph Generation Using Semantic Similarity Matching NAACL 2022
Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs COLING 2022
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph COLING 2022
Multi-modal Contrastive Representation Learning for Entity Alignment COLING 2022
The Effectiveness of Masked Language Modeling and Adapters for Factual Knowledge Injection COLING 2022
Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding EMNLP 2022
Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking EMNLP 2022
CN-AutoMIC: Distilling Chinese Commonsense Knowledge from Pretrained Language Models EMNLP 2022
Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation EMNLP 2022