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Transfer Learning

458 directly classified papers

Papers per year

Papers

GRASP: Guiding Model with RelAtional Semantics Using Prompt for Dialogue Relation Extraction COLING 2022
Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs COLING 2022
TERMinator: A System for Scientific Texts Processing COLING 2022
How to Adapt Your Pretrained Multilingual Model to 1600 Languages ACL 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning EMNLP 2021
The Eval4NLP Shared Task on Explainable Quality Estimation: Overview and Results EMNLP 2021
Pre-train or Annotate? Domain Adaptation with a Constrained Budget EMNLP 2021
TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection EMNLP 2021
Universal Sentence Representation Learning with Conditional Masked Language Model EMNLP 2021
On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling EMNLP 2021
Chinese Opinion Role Labeling with Corpus Translation: A Pivot Study EMNLP 2021
What to Pre-Train on? Efficient Intermediate Task Selection EMNLP 2021
Rethinking Why Intermediate-Task Fine-Tuning Works EMNLP 2021
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding EMNLP 2021
Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning EMNLP 2021
On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning EMNLP 2021
Developing Conversational Data and Detection of Conversational Humor in Telugu EMNLP 2021
Zero-shot cross-lingual Meaning Representation Transfer: Annotation of Hungarian using the Prague Functional Generative Description EMNLP 2021
The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding EMNLP 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling EMNLP 2021
Regularising Fisher Information Improves Cross-lingual Generalisation EMNLP 2021
ParsTwiNER: A Corpus for Named Entity Recognition at Informal Persian EMNLP 2021
Modern Talking in Key Point Analysis: Key Point Matching using Pretrained Encoders EMNLP 2021
Few-shot learning through contextual data augmentation EACL 2021
Learning Zero-Shot Multifaceted Visually Grounded Word Embeddings via Multi-Task Training EMNLP 2021