Fine-Tuning

Investigating Learning Dynamics of BERT Fine-Tuning AACL 2020 Investigating Transferability in Pretrained Language Models EMNLP 2020 Learning to Classify the Wrong Answers for Multiple Choice Question Answering (Student Abstract) AAAI 2020 Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models AAAI 2020 Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) EMNLP 2020 Masking as an Efficient Alternative to Finetuning for Pretrained Language Models EMNLP 2020 Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining EMNLP 2020 Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models ICLR 2020 MovieChats: Chat like Humans in a Closed Domain EMNLP 2020 Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data CVPR 2020 On Losses for Modern Language Models EMNLP 2020 On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers EMNLP 2020 On the Robustness of Language Encoders against Grammatical Errors ACL 2020 Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning ACL 2020 Probing Natural Language Inference Models through Semantic Fragments AAAI 2020 Reformulating Unsupervised Style Transfer as Paraphrase Generation EMNLP 2020 RethinkCWS: Is Chinese Word Segmentation a Solved Task? EMNLP 2020 RobBERT: a Dutch RoBERTa-based Language Model EMNLP 2020 Should You Fine-Tune BERT for Automated Essay Scoring? ACL 2020 Simultaneous paraphrasing and translation by fine-tuning Transformer models ACL 2020 Siva at WNUT-2020 Task 2: Fine-tuning Transformer Neural Networks for Identification of Informative Covid-19 Tweets EMNLP 2020 SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization ACL 2020 STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation EMNLP 2020 Structured Tuning for Semantic Role Labeling ACL 2020 SunBear at WNUT-2020 Task 2: Improving BERT-Based Noisy Text Classification with Knowledge of the Data domain EMNLP 2020