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Transfer Learning

8,078 papers

Papers per year

Papers

Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing EMNLP 2021
A Large-Scale Study of Machine Translation in Turkic Languages EMNLP 2021
On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling EMNLP 2021
Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding EMNLP 2021
Knowledge Base Completion Meets Transfer Learning EMNLP 2021
Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation EMNLP 2021
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer EMNLP 2021
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval EMNLP 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP EMNLP 2021
Learning with Instance Bundles for Reading Comprehension EMNLP 2021
#HowYouTagTweets: Learning User Hashtagging Preferences via Personalized Topic Attention EMNLP 2021
TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and Relations EMNLP 2021
Effective Fine-Tuning Methods for Cross-lingual Adaptation EMNLP 2021
Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages EMNLP 2021
BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification EMNLP 2021
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching EMNLP 2021
Caption Enriched Samples for Improving Hateful Memes Detection EMNLP 2021
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model EMNLP 2021
Neuralizing Regular Expressions for Slot Filling EMNLP 2021
Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning EMNLP 2021
Progressive Adversarial Learning for Bootstrapping: A Case Study on Entity Set Expansion EMNLP 2021
A Relation-Oriented Clustering Method for Open Relation Extraction EMNLP 2021
Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021
Wasserstein Selective Transfer Learning for Cross-domain Text Mining EMNLP 2021
On Classifying whether Two Texts are on the Same Side of an Argument EMNLP 2021