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Transfer Learning

130 directly classified papers

Papers per year

Papers

DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022
Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation EMNLP 2022
Federated Learning from Pre-Trained Models: A Contrastive Learning Approach NIPS 2022
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval ACL 2022
Task2Sim: Towards Effective Pre-Training and Transfer From Synthetic Data CVPR 2022
Retaining Knowledge for Learning with Dynamic Definition NIPS 2022
K-LITE: Learning Transferable Visual Models with External Knowledge NIPS 2022
Safe Self-Refinement for Transformer-Based Domain Adaptation CVPR 2022
An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition ACL 2022
Prior-Guided Transfer Learning for Enhancing Item Representation in E-commerce AAAI 2022
Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure ACL 2022
On the Importance of Word Order Information in Cross-lingual Sequence Labeling AAAI 2021
Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition AAAI 2021
Inference Fusion with Associative Semantics for Unseen Object Detection AAAI 2021
Spatial-temporal Causal Inference for Partial Image-to-video Adaptation AAAI 2021
Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking EMNLP 2021
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer EMNLP 2021
The Global Banking Standards QA Dataset (GBS-QA) EMNLP 2021
Do not neglect related languages: The case of low-resource Occitan cross-lingual word embeddings EMNLP 2021
Specializing Multilingual Language Models: An Empirical Study EMNLP 2021
Learning Cross-lingual Representations for Event Coreference Resolution with Multi-view Alignment and Optimal Transport EMNLP 2021
Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance EMNLP 2021
The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding EMNLP 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling EMNLP 2021
Side Information Dependence as a Regularizer for Analyzing Human Brain Conditions across Cognitive Experiments AAAI 2020