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Papers
ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge
EMNLP 2022
A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models
ACL 2022
CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding
EMNLP 2022
Cross-Modal Clinical Graph Transformer for Ophthalmic Report Generation
CVPR 2022
DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning
IJCAI 2022
DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding
AAAI 2022
DREAM: Improving Situational QA by First Elaborating the Situation
NAACL 2022
Generic Overgeneralization in Pre-trained Language Models
COLING 2022
Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems
EMNLP 2022
KESA: A Knowledge Enhanced Approach To Sentiment Analysis
AACL 2022
KiPT: Knowledge-injected Prompt Tuning for Event Detection
COLING 2022
KIQA: Knowledge-Infused Question Answering Model for Financial Table-Text Data
ACL 2022
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding
EMNLP 2022
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters
ACL 2022
Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple
EMNLP 2022
TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge
ACL 2022
The Effectiveness of Masked Language Modeling and Adapters for Factual Knowledge Injection
COLING 2022
Using Commonsense Knowledge to Answer Why-Questions
EMNLP 2022
Drop Redundant, Shrink Irrelevant: Selective Knowledge Injection for Language Pretraining
IJCAI 2021
Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference
EMNLP 2021
Judgment Prediction via Injecting Legal Knowledge into Neural Networks
AAAI 2021
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce
EMNLP 2021
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking
ACL 2021
Multi-input Recurrent Independent Mechanisms for leveraging knowledge sources: Case studies on sentiment analysis and health text mining
NAACL 2021
Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge
EACL 2021