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Transfer Learning

3,884 papers

Papers per year

Papers

Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers EMNLP 2023
Multi-Step Generalized Policy Improvement by Leveraging Approximate Models NIPS 2023
Towards Universal Fake Image Detectors That Generalize Across Generative Models CVPR 2023
A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods EACL 2023
Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring ACL 2023
A low resource framework for Multi-lingual ESG Impact Type Identification IJCNLP 2023
Soft Language Clustering for Multilingual Model Pre-training ACL 2023
Efficient Training of Language Models using Few-Shot Learning ICML 2023
DRAFT: Dense Retrieval Augmented Few-shot Topic classifier Framework EMNLP 2023
Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features EMNLP 2023
Fair Generative Models via Transfer Learning AAAI 2023
Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning ACL 2023
Test-Time Self-Adaptive Small Language Models for Question Answering EMNLP 2023
Enriching Wayúunaiki-Spanish Neural Machine Translation with Linguistic Information ACL 2023
PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor AAAI 2023
GenAug: Retargeting behaviors to unseen situations via Generative Augmentation RSS 2023
Let’s Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models EMNLP 2023
El-Kawaref at WojoodNER shared task: StagedNER for Arabic Named Entity Recognition EMNLP 2023
Four Approaches to Low-Resource Multilingual NMT: The Helsinki Submission to the AmericasNLP 2023 Shared Task ACL 2023
Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery AAAI 2023
Adversarial Training for Low-Resource Disfluency Correction ACL 2023
Revisiting Prototypical Network for Cross Domain Few-Shot Learning CVPR 2023
Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains EMNLP 2023
PersonalityChat: Conversation Distillation for Personalized Dialog Modeling with Facts and Traits EMNLP 2023
Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning AAAI 2023