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Transfer Learning

3,884 papers

Papers per year

Papers

Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? ACL 2022
Revisiting Learnable Affines for Batch Norm in Few-Shot Transfer Learning CVPR 2022
On the Use of Bert for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation NAACL 2022
Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions EMNLP 2022
Evaluating Word Embeddings in Extremely Under-Resourced Languages: A Case Study in Bribri COLING 2022
Knowledge Inheritance for Pre-trained Language Models NAACL 2022
Multilingual Machine Translation with Hyper-Adapters EMNLP 2022
Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning CVPR 2022
MonoByte: A Pool of Monolingual Byte-level Language Models COLING 2022
Subsidiary Prototype Alignment for Universal Domain Adaptation NIPS 2022
Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022
Assessing Combinational Generalization of Language Models in Biased Scenarios IJCNLP 2022
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation CVPR 2022
Burst Image Restoration and Enhancement CVPR 2022
VIRT: Improving Representation-based Text Matching via Virtual Interaction EMNLP 2022
Phylogeny-Inspired Adaptation of Multilingual Models to New Languages AACL 2022
Beyond Static models and test sets: Benchmarking the potential of pre-trained models across tasks and languages ACL 2022
Transferability Estimation Using Bhattacharyya Class Separability CVPR 2022
Cross-lingual Few-Shot Learning on Unseen Languages AACL 2022
Provably sample-efficient RL with side information about latent dynamics NIPS 2022
Zero-shot Cross-lingual Transfer is Under-specified Optimization ACL 2022
Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation NAACL 2022
MUNI-NLP Systems for Lower Sorbian-German and Lower Sorbian-Upper Sorbian Machine Translation @ WMT22 EMNLP 2022
MedJEx: A Medical Jargon Extraction Model with Wiki’s Hyperlink Span and Contextualized Masked Language Model Score EMNLP 2022
Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting ACL 2022