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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

Research on Task Discovery for Transfer Learning in Deep Neural Networks ACL 2020
Structured Tuning for Semantic Role Labeling ACL 2020
How Can We Accelerate Progress Towards Human-like Linguistic Generalization? ACL 2020
ALBERT-BiLSTM for Sequential Metaphor Detection ACL 2020
Transfer Learning via $\ell_1$ Regularization NIPS 2020
MetaPerturb: Transferable Regularizer for Heterogeneous Tasks and Architectures NIPS 2020
Transformers on Sarcasm Detection with Context ACL 2020
Detecting Perceived Emotions in Hurricane Disasters ACL 2020
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension ACL 2020
Hate-Speech and Offensive Language Detection in Roman Urdu EMNLP 2020
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages EMNLP 2020
Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining EMNLP 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference EMNLP 2020
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding EMNLP 2020
RethinkCWS: Is Chinese Word Segmentation a Solved Task? EMNLP 2020
Entity Enhanced BERT Pre-training for Chinese NER EMNLP 2020
DeezyMatch: A Flexible Deep Learning Approach to Fuzzy String Matching EMNLP 2020
ConveRT: Efficient and Accurate Conversational Representations from Transformers EMNLP 2020
RoBERT – A Romanian BERT Model COLING 2020
LIMIT-BERT : Linguistics Informed Multi-Task BERT EMNLP 2020
Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules? EMNLP 2020
Ferryman as SemEval-2020 Task 5: Optimized BERT for Detecting Counterfactuals COLING 2020
MULTISEM at SemEval-2020 Task 3: Fine-tuning BERT for Lexical Meaning COLING 2020
Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey COLING 2020
Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encoders ACL 2020