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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

KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation EMNLP 2020
New Protocols and Negative Results for Textual Entailment Data Collection EMNLP 2020
Exploring and Predicting Transferability across NLP Tasks EMNLP 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting EMNLP 2020
On the importance of pre-training data volume for compact language models EMNLP 2020
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels EMNLP 2020
Compositional and Lexical Semantics in RoBERTa, BERT and DistilBERT: A Case Study on CoQA EMNLP 2020
Learning Music Helps You Read: Using Transfer to Study Linguistic Structure in Language Models EMNLP 2020
Multilingual Offensive Language Identification with Cross-lingual Embeddings EMNLP 2020
Imitation Attacks and Defenses for Black-box Machine Translation Systems EMNLP 2020
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems EMNLP 2020
Meta-learning from Tasks with Heterogeneous Attribute Spaces NIPS 2020
The Lottery Ticket Hypothesis for Pre-trained BERT Networks NIPS 2020
Shared Space Transfer Learning for analyzing multi-site fMRI data NIPS 2020
LT3 at SemEval-2020 Task 7: Comparing Feature-Based and Transformer-Based Approaches to Detect Funny Headlines COLING 2020
Auxiliary Task Reweighting for Minimum-data Learning NIPS 2020
TinyTL: Reduce Memory, Not Parameters for Efficient On-Device Learning NIPS 2020
Self-Supervised Graph Transformer on Large-Scale Molecular Data NIPS 2020
CompRess: Self-Supervised Learning by Compressing Representations NIPS 2020
Exploiting MMD and Sinkhorn Divergences for Fair and Transferable Representation Learning NIPS 2020
Design Space for Graph Neural Networks NIPS 2020
Transferable Calibration with Lower Bias and Variance in Domain Adaptation NIPS 2020
MLEngineer at SemEval-2020 Task 7: BERT-Flair Based Humor Detection Model (BFHumor) COLING 2020
UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models COLING 2020
Cardiff University at SemEval-2020 Task 6: Fine-tuning BERT for Domain-Specific Definition Classification COLING 2020