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Transfer Learning

8,078 papers

Papers per year

Papers

Transferable Persona-Grounded Dialogues via Grounded Minimal Edits EMNLP 2021
Not Just Classification: Recognizing Implicit Discourse Relation on Joint Modeling of Classification and Generation EMNLP 2021
Syntactically-Informed Unsupervised Paraphrasing with Non-Parallel Data EMNLP 2021
MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction EMNLP 2021
Low-resource Taxonomy Enrichment with Pretrained Language Models EMNLP 2021
Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction EMNLP 2021
Unsupervised Neural Machine Translation with Universal Grammar EMNLP 2021
ActiveEA: Active Learning for Neural Entity Alignment EMNLP 2021
Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning EMNLP 2021
Mutual-Learning Improves End-to-End Speech Translation EMNLP 2021
Learn to Copy from the Copying History: Correlational Copy Network for Abstractive Summarization EMNLP 2021
Word Reordering for Zero-shot Cross-lingual Structured Prediction EMNLP 2021
Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems EMNLP 2021
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation EMNLP 2021
End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs EMNLP 2021
Fine-grained Entity Typing via Label Reasoning EMNLP 2021
AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain EMNLP 2021
Moving on from OntoNotes: Coreference Resolution Model Transfer EMNLP 2021
Lifelong Event Detection with Knowledge Transfer EMNLP 2021
Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments EMNLP 2021
Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models EMNLP 2021
GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks EMNLP 2021
Model Selection for Cross-lingual Transfer EMNLP 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning EMNLP 2021
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations EMNLP 2021