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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents NAACL 2021
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios NAACL 2021
Rethinking Network Pruning – under the Pre-train and Fine-tune Paradigm NAACL 2021
Larger-Context Tagging: When and Why Does It Work? NAACL 2021
mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer NAACL 2021
NLM at MEDIQA 2021: Transfer Learning-based Approaches for Consumer Question and Multi-Answer Summarization NAACL 2021
Distilling Linguistic Context for Language Model Compression EMNLP 2021
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification EMNLP 2021
Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning EMNLP 2021
Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021
Learning Bill Similarity with Annotated and Augmented Corpora of Bills EMNLP 2021
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation EMNLP 2021
Multi-task Learning to Enable Location Mention Identification in the Early Hours of a Crisis Event EMNLP 2021
Does language help generalization in vision models? EMNLP 2021
Interesting Object, Curious Agent: Learning Task-Agnostic Exploration NIPS 2021
SAFFRON: tranSfer leArning For Food-disease RelatiOn extractioN NAACL 2021
Parallel sentences mining with transfer learning in an unsupervised setting NAACL 2021
Multi-source Neural Topic Modeling in Multi-view Embedding Spaces NAACL 2021
Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification NAACL 2021
Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity EMNLP 2021
AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain EMNLP 2021
Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages EMNLP 2021
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning EMNLP 2021
Caption Enriched Samples for Improving Hateful Memes Detection EMNLP 2021
Effectiveness of Pre-training for Few-shot Intent Classification EMNLP 2021