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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Proper Reuse of Image Classification Features Improves Object Detection CVPR 2022
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning COLING 2022
Knowledge transfer for learning subject-specific causal models PGM 2022
Simple Multi-Dataset Detection CVPR 2022
Coupled Training for Multi-Source Domain Adaptation WACV 2022
Learning To Generate the Unknowns as a Remedy to the Open-Set Domain Shift WACV 2022
A Two Stage Adaptation Framework for Frame Detection via Prompt Learning COLING 2022
Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection Using Meta-Learning WACV 2022
Team DMG at CMCL 2022 Shared Task: Transformer Adapters for the Multi- and Cross-Lingual Prediction of Human Reading Behavior ACL 2022
Document-level Event Factuality Identification via Machine Reading Comprehension Frameworks with Transfer Learning COLING 2022
Predicting Prerequisite Relations for Unseen Concepts EMNLP 2022
Detecting False Claims in Low-Resource Regions: A Case Study of Caribbean Islands ACL 2022
Cross-lingual Semantic Role Labelling with the Valpal database knowledge ACL 2022
DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity Recogition COLING 2022
Transfer Learning in Information Criteria-based Feature Selection JMLR 2022
Two Languages Are Better than One: Bilingual Enhancement for Chinese Named Entity Recognition COLING 2022
Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence Approach COLING 2022
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck COLING 2022
ModLaNets: Learning Generalisable Dynamics via Modularity and Physical Inductive Bias ICML 2022
Almost Optimal Universal Lower Bound for Learning Causal DAGs with Atomic Interventions AISTATS 2022
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding ACL 2022
Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level Noise ACL 2022
Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge AISTATS 2022
Conversational QA Dataset Generation with Answer Revision COLING 2022