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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Ranking Neural Checkpoints CVPR 2021
Multilingual Neural Machine Translation: Can Linguistic Hierarchies Help? EMNLP 2021
Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding EMNLP 2021
Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks EMNLP 2021
Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning EMNLP 2021
Span Fine-tuning for Pre-trained Language Models EMNLP 2021
Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability EMNLP 2021
UniteD-SRL: A Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual Semantic Role Labeling EMNLP 2021
GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method EMNLP 2021
The LMU Munich Systems for the WMT21 Unsupervised and Very Low-Resource Translation Task EMNLP 2021
Scalable Diverse Model Selection for Accessible Transfer Learning NIPS 2021
Provably efficient multi-task reinforcement learning with model transfer NIPS 2021
Task-Adaptive Neural Network Search with Meta-Contrastive Learning NIPS 2021
Risk-Aware Transfer in Reinforcement Learning using Successor Features NIPS 2021
Rethinking Neural Operations for Diverse Tasks NIPS 2021
A Theoretical Analysis of Fine-tuning with Linear Teachers NIPS 2021
Student-Teacher Learning From Clean Inputs to Noisy Inputs CVPR 2021
Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach NIPS 2021
COSY: COunterfactual SYntax for Cross-Lingual Understanding ACL 2021
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data ACL 2021
Optimizing Deeper Transformers on Small Datasets ACL 2021
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets ACL 2021
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models ACL 2021
Cross-language Sentence Selection via Data Augmentation and Rationale Training ACL 2021
Risk Minimization for Zero-shot Sequence Labeling ACL 2021