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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Bilingual Synchronization: Restoring Translational Relationships with Editing Operations EMNLP 2022
Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach EMNLP 2022
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance EMNLP 2022
Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario EMNLP 2022
Exploring Mode Connectivity for Pre-trained Language Models EMNLP 2022
Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network EMNLP 2022
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks EMNLP 2022
Does Corpus Quality Really Matter for Low-Resource Languages? EMNLP 2022
Efficient Adversarial Training with Robust Early-Bird Tickets EMNLP 2022
ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation EMNLP 2022
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis EMNLP 2022
Efficiently Tuned Parameters Are Task Embeddings EMNLP 2022
RelCLIP: Adapting Language-Image Pretraining for Visual Relationship Detection via Relational Contrastive Learning EMNLP 2022
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages EMNLP 2022
Making Pretrained Language Models Good Long-tailed Learners EMNLP 2022
Few-shot Query-Focused Summarization with Prefix-Merging EMNLP 2022
Evidence > Intuition: Transferability Estimation for Encoder Selection EMNLP 2022
AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning EMNLP 2022
Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition EMNLP 2022
Assessing Combinational Generalization of Language Models in Biased Scenarios IJCNLP 2022
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing EMNLP 2022
A Framework for Adapting Pre-Trained Language Models to Knowledge Graph Completion EMNLP 2022
Knowledge Distillation As Efficient Pre-Training: Faster Convergence, Higher Data-Efficiency, and Better Transferability CVPR 2022
VISOLO: Grid-Based Space-Time Aggregation for Efficient Online Video Instance Segmentation CVPR 2022
Domain Specific Sub-network for Multi-Domain Neural Machine Translation IJCNLP 2022