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transfer learning

5449 papers

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TL

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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

UIT-HSE at WNUT-2020 Task 2: Exploiting CT-BERT for Identifying COVID-19 Information on the Twitter Social Network EMNLP 2020
Emory at WNUT-2020 Task 2: Combining Pretrained Deep Learning Models and Feature Enrichment for Informative Tweet Identification EMNLP 2020
Domain Adaptive Imitation Learning ICML 2020
Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction AAAI 2020
Side Information Dependence as a Regularizer for Analyzing Human Brain Conditions across Cognitive Experiments AAAI 2020
Reed at SemEval-2020 Task 9: Fine-Tuning and Bag-of-Words Approaches to Code-Mixed Sentiment Analysis COLING 2020
Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges INTERSPEECH 2020
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