Transfer Learning

Anlirika: An LSTM–CNN Flow Twister for Spoken Language Identification NAACL 2021 APIRecX: Cross-Library API Recommendation via Pre-Trained Language Model EMNLP 2021 Approaching SMM4H with auto-regressive language models and back-translation NAACL 2021 A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification CVPR 2021 Are BERTs Sensitive to Native Interference in L2 Production? EMNLP 2021 Assessing the Generalization Capacity of Pre-trained Language Models through Japanese Adversarial Natural Language Inference EMNLP 2021 A Study into Pre-Training Strategies for Spoken Language Understanding on Dysarthric Speech Interspeech 2021 A Survey on Low-Resource Neural Machine Translation IJCAI 2021 A Systematic Review of Reproducibility Research in Natural Language Processing EACL 2021 A Theoretical Analysis of Fine-tuning with Linear Teachers NeurIPS 2021 A Theory of Label Propagation for Subpopulation Shift ICML 2021 A Theory of Multiple-Source Adaptation with Limited Target Labeled Data AISTATS 2021 Audiovisual Transfer Learning for Audio Tagging and Sound Event Detection Interspeech 2021 Augmenting Slot Values and Contexts for Spoken Language Understanding with Pretrained Models Interspeech 2021 AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation ACL 2021 AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models EMNLP 2021 Automatic Data Acquisition for Event Coreference Resolution EACL 2021 Automatic Resolution of Domain Name Disputes EMNLP 2021 Automatic Speech Recognition of Disordered Speech: Personalized Models Outperforming Human Listeners on Short Phrases Interspeech 2021 AUTOSUMM: Automatic Model Creation for Text Summarization EMNLP 2021 Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval EMNLP 2021 Back-translation for Large-Scale Multilingual Machine Translation EMNLP 2021 Balanced Open Set Domain Adaptation via Centroid Alignment AAAI 2021 BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation ICCV 2021 Batavia asked for advice. Pretrained language models for Named Entity Recognition in historical texts. EMNLP 2021