conftrace_

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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

Understanding More Knowledge Makes the Transformer Perform Better in Document-level Relation Extraction ACML 2023
Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations AAAI 2022
Enhanced Story Comprehension for Large Language Models through Dynamic Document-Based Knowledge Graphs AAAI 2022
Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations AAAI 2022
DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022
Accelerating COVID-19 Research with Graph Mining and Transformer-Based Learning AAAI 2022
EMBEDDIA at SemEval-2022 Task 8: Investigating Sentence, Image, and Knowledge Graph Representations for Multilingual News Article Similarity NAACL 2022
Great~Truths~are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models NAACL 2022
Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations ACL 2022
Incorporating Medical Knowledge to Transformer-based Language Models for Medical Dialogue Generation ACL 2022
Identifying relevant common sense information in knowledge graphs ACL 2022
Knowledge representation combining quaternion path integration and depth-wise atrous circular convolution UAI 2022
Explicit Graph Reasoning Fusing Knowledge and Contextual Information for Multi-hop Question Answering NAACL 2022
GraDA: Graph Generative Data Augmentation for Commonsense Reasoning NAACL 2022
Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs COLING 2022
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering COLING 2022
AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension ACL 2022
COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System ACL 2022
Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering ACL 2022
TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval ACL 2022
Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular Reasoning ACL 2022
Knowledge-Augmented Language Models for Cause-Effect Relation Classification ACL 2022
Deep Reinforcement Learning for Entity Alignment ACL 2022
Multi-Document Scientific Summarization from a Knowledge Graph-Centric View COLING 2022
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering ACL 2022