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Papers
Integration of Heterogeneous Knowledge Sources for Biomedical Text Processing
EMNLP 2022
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding
AAAI 2022
KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling
ACL 2022
Knowledge Enhanced Reflection Generation for Counseling Dialogues
ACL 2022
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution
ACL 2022
Multi-Hop Open-Domain Question Answering over Structured and Unstructured Knowledge
NAACL 2022
UMUTeam at SemEval-2022 Task 6: Evaluating Transformers for detecting Sarcasm in English and Arabic
SemEval 2022
UMUTeam@LT-EDI-ACL2022: Detecting Signs of Depression from text
ACL 2022
USTC-NELSLIP at SemEval-2022 Task 11: Gazetteer-Adapted Integration Network for Multilingual Complex Named Entity Recognition
SemEval 2022
What Has Been Enhanced in my Knowledge-Enhanced Language Model?
EMNLP 2022
Adaptive Knowledge Driven Regularization for Deep Neural Networks
AAAI 2021
A Knowledge-Guided Framework for Frame Identification
ACL 2021
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
EACL 2021
CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge
AAAI 2021
Competing Independent Modules for Knowledge Integration and Optimization
EMNLP 2021
DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants
Interspeech 2021
DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning
EMNLP 2021
Framing Word Sense Disambiguation as a Multi-Label Problem for Model-Agnostic Knowledge Integration
EACL 2021
Identify, Align, and Integrate: Matching Knowledge Graphs to Commonsense Reasoning Tasks
EACL 2021
Improving Biomedical Pretrained Language Models with Knowledge
NAACL 2021
Improving Span Representation for Domain-adapted Coreference Resolution
EMNLP 2021
In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering
ACL 2021
KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships
EMNLP 2021
Knowledge-aware Leap-LSTM: Integrating Prior Knowledge into Leap-LSTM towards Faster Long Text Classification
AAAI 2021
Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks
ACL 2021