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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Exploring the Capacity of a Large-scale Masked Language Model to Recognize Grammatical Errors ACL 2022
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents ACL 2022
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022
Composing Structure-Aware Batches for Pairwise Sentence Classification ACL 2022
Extracting Person Names from User Generated Text: Named-Entity Recognition for Combating Human Trafficking ACL 2022
Combining Static and Contextualised Multilingual Embeddings ACL 2022
Hierarchical Recurrent Aggregative Generation for Few-Shot NLG ACL 2022
Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue ACL 2022
PAC-Net: A Model Pruning Approach to Inductive Transfer Learning ICML 2022
Unsupervised Natural Language Inference Using PHL Triplet Generation ACL 2022
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models ACL 2022
DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation ACL 2022
Finding the Dominant Winning Ticket in Pre-Trained Language Models ACL 2022
3D Infomax improves GNNs for Molecular Property Prediction ICML 2022
Balancing Discriminability and Transferability for Source-Free Domain Adaptation ICML 2022
DeepStruct: Pretraining of Language Models for Structure Prediction ACL 2022
Hierarchical Inductive Transfer for Continual Dialogue Learning ACL 2022
Challenges to Open-Domain Constituency Parsing ACL 2022
Vision-Language Pretraining: Current Trends and the Future ACL 2022
Adaptor: Objective-Centric Adaptation Framework for Language Models ACL 2022
OpenPrompt: An Open-source Framework for Prompt-learning ACL 2022
TextPruner: A Model Pruning Toolkit for Pre-Trained Language Models ACL 2022
A Dataset and BERT-based Models for Targeted Sentiment Analysis on Turkish Texts ACL 2022
Efficient Test-Time Model Adaptation without Forgetting ICML 2022
On Efficiently Acquiring Annotations for Multilingual Models ACL 2022