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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

MedDialog: Large-scale Medical Dialogue Datasets EMNLP 2020
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation EMNLP 2020
New Protocols and Negative Results for Textual Entailment Data Collection EMNLP 2020
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems EMNLP 2020
Evaluating Unsupervised Representation Learning for Detecting Stances of Fake News COLING 2020
New Benchmark Corpus and Models for Fine-grained Event Classification: To BERT or not to BERT? COLING 2020
Improved Knowledge Distillation via Teacher Assistant AAAI 2020
Neural Unsupervised Domain Adaptation in NLP—A Survey COLING 2020
Compositional and Lexical Semantics in RoBERTa, BERT and DistilBERT: A Case Study on CoQA EMNLP 2020
Effective Few-Shot Classification with Transfer Learning COLING 2020
Multimodal Topic-Enriched Auxiliary Learning for Depression Detection COLING 2020
ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization EMNLP 2020
Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models COLING 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
XQA: A Cross-lingual Open-domain Question Answering Dataset ACL 2019
Supervised and Nonlinear Alignment of Two Embedding Spaces for Dictionary Induction in Low Resourced Languages EMNLP 2019
Leveraging Medical Literature for Section Prediction in Electronic Health Records EMNLP 2019
Evaluating Protein Transfer Learning with TAPE NIPS 2019
Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning NIPS 2019
Modular Universal Reparameterization: Deep Multi-task Learning Across Diverse Domains NIPS 2019
Catastrophic Forgetting Meets Negative Transfer: Batch Spectral Shrinkage for Safe Transfer Learning NIPS 2019
Deep Model Transferability from Attribution Maps NIPS 2019
A Meta-MDP Approach to Exploration for Lifelong Reinforcement Learning NIPS 2019
Cross-Task Knowledge Transfer for Query-Based Text Summarization EMNLP 2019