Transfer Learning

Speech Segmentation Optimization using Segmented Bilingual Speech Corpus for End-to-end Speech Translation Interspeech 2022 SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer ACL 2022 S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning NeurIPS 2022 SSN@LT-EDI-ACL2022: Transfer Learning using BERT for Detecting Signs of Depression from Social Media Texts ACL 2022 ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning NeurIPS 2022 Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport NeurIPS 2022 Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation EMNLP 2022 Structure-Aware Transformer Policy for Inhomogeneous Multi-Task Reinforcement Learning ICLR 2022 Structured Multi-task Learning for Molecular Property Prediction AISTATS 2022 STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension EMNLP 2022 StyleAlign: Analysis and Applications of Aligned StyleGAN Models ICLR 2022 Style Classification of Rabbinic Literature for Detection of Lost Midrash Tanhuma Material AACL 2022 Sub-Word Alignment is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation ACL 2022 Subword Evenness (SuE) as a Predictor of Cross-lingual Transfer to Low-resource Languages EMNLP 2022 SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases EMNLP 2022 Synergy with Translation Artifacts for Training and Inference in Multilingual Tasks EMNLP 2022 Syne Tune: A Library for Large Scale Hyperparameter Tuning and Reproducible Research AutoML 2022 Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems EMNLP 2022 Synthetic Question Value Estimation for Domain Adaptation of Question Answering ACL 2022 T5QL: Taming language models for SQL generation EMNLP 2022 Tagging Without Rewriting: A Probabilistic Model for Unpaired Sentiment and Style Transfer ACL 2022 TANKBind: Trigonometry-Aware Neural NetworKs for Drug-Protein Binding Structure Prediction NeurIPS 2022 Task2Sim: Towards Effective Pre-Training and Transfer From Synthetic Data CVPR 2022 Task Adaptive Parameter Sharing for Multi-Task Learning CVPR 2022 Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing AAAI 2022