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Natural Language Processing
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Resources & Methods
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Knowledge Editing
459 directly classified papers
Papers per year
2017: 4
2018: 7
2019: 11
2020: 14
2021: 26
2022: 29
2023: 36
2024: 124
2025: 171
2026: 37
Papers
Knowledge-Augmented Methods for Natural Language Processing
ACL 2022
Learning to Generate Programs for Table Fact Verification via Structure-Aware Semantic Parsing
ACL 2022
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model
ACL 2022
Plug-and-Play Adaptation for Continuously-updated QA
ACL 2022
Memory-Based Model Editing at Scale
ICML 2022
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models
NAACL 2022
PINGAN_AI at SemEval-2022 Task 9: Recipe knowledge enhanced model applied in Competence-based Multimodal Question Answering
NAACL 2022
Generic Overgeneralization in Pre-trained Language Models
COLING 2022
The Effectiveness of Masked Language Modeling and Adapters for Factual Knowledge Injection
COLING 2022
PINGAN_AI at SemEval-2022 Task 9: Recipe knowledge enhanced model applied in Competence-based Multimodal Question Answering
SEMEVAL 2022
TaKG: A New Dataset for Paragraph-level Table-to-Text Generation Enhanced with Knowledge Graphs
AACL 2022
Calibrating Factual Knowledge in Pretrained Language Models
EMNLP 2022
What Has Been Enhanced in my Knowledge-Enhanced Language Model?
EMNLP 2022
KIQA: Knowledge-Infused Question Answering Model for Financial Table-Text Data
ACL 2022
Call for Customized Conversation: Customized Conversation Grounding Persona and Knowledge
AAAI 2022
KC-ISA: An Implicit Sentiment Analysis Model Combining Knowledge Enhancement and Context Features
COLING 2022
FabKG: A Knowledge graph of Manufacturing Science domain utilizing structured and unconventional unstructured knowledge source
NAACL 2022
TaxFree: a Visualization Tool for Candidate-free Taxonomy Enrichment
AACL 2022
KETOD: Knowledge-Enriched Task-Oriented Dialogue
NAACL 2022
FRUIT: Faithfully Reflecting Updated Information in Text
NAACL 2022
Knowledge Bridging for Empathetic Dialogue Generation
AAAI 2022
Knowledge Mining With Scene Text for Fine-Grained Recognition
CVPR 2022
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories
EMNLP 2021
PASSLEAF: A Pool-bAsed Semi-Supervised LEArning Framework for Uncertain Knowledge Graph Embedding
AAAI 2021
Knowledge Graph-based Question Answering with Electronic Health Records
MLHC 2021
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