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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning AAAI 2020
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation AAAI 2020
WinoGrande: An Adversarial Winograd Schema Challenge at Scale AAAI 2020
Robust Named Entity Recognition with Truecasing Pretraining AAAI 2020
Joint Training with Semantic Role Labeling for Better Generalization in Natural Language Inference ACL 2020
ManyModalQA: Modality Disambiguation and QA over Diverse Inputs AAAI 2020
Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation AAAI 2020
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection AAAI 2020
Cross-Lingual Natural Language Generation via Pre-Training AAAI 2020
Generating Diverse Translations via Weighted Fine-tuning and Hypotheses Filtering for the Duolingo STAPLE Task ACL 2020
Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? ACL 2020
Graph Few-Shot Learning via Knowledge Transfer AAAI 2020
Meta-Amortized Variational Inference and Learning AAAI 2020
To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks ACL 2020
Learning Efficient Representations for Fake Speech Detection AAAI 2020
Residual Continual Learning AAAI 2020
End-to-End Neural Pipeline for Goal-Oriented Dialogue Systems using GPT-2 ACL 2020
Towards Oracle Knowledge Distillation with Neural Architecture Search AAAI 2020
Representation Learning with Multiple Lipschitz-Constrained Alignments on Partially-Labeled Cross-Domain Data AAAI 2020
Commonsense Knowledge Base Completion with Structural and Semantic Context AAAI 2020
Lightweight and Robust Representation of Economic Scales from Satellite Imagery AAAI 2020
On Warm-Starting Neural Network Training NIPS 2020
3D-RADNet: Extracting labels from DICOM metadata for training general medical domain deep 3D convolution neural networks MIDL 2020
Unsupervised Vehicle Re-identification with Progressive Adaptation IJCAI 2020
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce AAAI 2020