Fine-Tuning

Variational Information Bottleneck for Effective Low-Resource Fine-Tuning ICLR 2021 Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models EMNLP 2021 Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning NeurIPS 2021 AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning AAAI 2020 Adapting Language Models for Non-Parallel Author-Stylized Rewriting AAAI 2020 A mathematical model for automatic differentiation in machine learning NeurIPS 2020 A Simple and Effective Unified Encoder for Document-Level Machine Translation ACL 2020 AUTH @ CLSciSumm 20, LaySumm 20, LongSumm 20 EMNLP 2020 Combining Fine-Tuning with a Feature-Based Approach for Aspect Extraction on Reviews (Student Abstract) AAAI 2020 Contextualizing Hate Speech Classifiers with Post-hoc Explanation ACL 2020 Controllable Meaning Representation to Text Generation: Linearization and Data Augmentation Strategies EMNLP 2020 Co-Tuning for Transfer Learning NeurIPS 2020 CSI: A Coarse Sense Inventory for 85% Word Sense Disambiguation AAAI 2020 DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks EMNLP 2020 Deep White-Balance Editing CVPR 2020 Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods ACL 2020 Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction ACL 2020 Extensive Error Analysis and a Learning-Based Evaluation of Medical Entity Recognition Systems to Approximate User Experience ACL 2020 Fine-Tuning MT systems for Robustness to Second-Language Speaker Variations EMNLP 2020 GenAug: Data Augmentation for Finetuning Text Generators EMNLP 2020 GUIR @ LongSumm 2020: Learning to Generate Long Summaries from Scientific Documents EMNLP 2020 How Useful Is Self-Supervised Pretraining for Visual Tasks? CVPR 2020 Identifying Personal Experience Tweets of Medication Effects Using Pre-trained RoBERTa Language Model and Its Updating EMNLP 2020 Intelligent Analyses on Storytelling for Impact Measurement EMNLP 2020 Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? ACL 2020