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Transfer Learning

1113 directly classified papers

Papers per year

Papers

An Equitable Framework for Automatically Assessing Children's Oral Narrative Language Abilities INTERSPEECH 2023
Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability ICML 2023
Multilingual Contextual Adapters To Improve Custom Word Recognition In Low-resource Languages INTERSPEECH 2023
Weakly-Supervised Speech Pre-training: A Case Study on Target Speech Recognition INTERSPEECH 2023
Transfer and Active Learning for Dissonance Detection: Addressing the Rare-Class Challenge ACL 2023
Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages ACL 2023
Diversifying language models for lesser-studied languages and language-usage contexts: A case of second language Korean EMNLP 2023
MetaF2N: Blind Image Super-Resolution by Learning Efficient Model Adaptation from Faces ICCV 2023
kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation ACL 2023
Point-Query Quadtree for Crowd Counting, Localization, and More ICCV 2023
Language-universal Phonetic Encoder for Low-resource Speech Recognition INTERSPEECH 2023
CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition ACL 2023
Fine-tuning Sentence-RoBERTa to Construct Word Embeddings for Low-resource Languages from Bilingual Dictionaries ACL 2023
Learning Temporally AbstractWorld Models without Online Experimentation ICML 2023
Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise AISTATS 2023
Multi-Environment Pretraining Enables Transfer to Action Limited Datasets ICML 2023
Improving Under-Resourced Code-Switched Speech Recognition: Large Pre-trained Models or Architectural Interventions INTERSPEECH 2023
Cross-lingual Science Journalism: Select, Simplify and Rewrite Summaries for Non-expert Readers ACL 2023
Multilingual Event Extraction from Historical Newspaper Adverts ACL 2023
Optimal Parameter-Transfer Learning by Semiparametric Model Averaging JMLR 2023
MobileTL: On-Device Transfer Learning with Inverted Residual Blocks AAAI 2023
Transfer Learning for Low-Resource Clinical Named Entity Recognition ACL 2023
Transfer Learning to Aid Dysarthria Severity Classification for Patients with Amyotrophic Lateral Sclerosis INTERSPEECH 2023
Data Augmentation for Low-Resource Keyphrase Generation ACL 2023
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages ACL 2023