Fine-Tuning

TESA: A Task in Entity Semantic Aggregation for Abstractive Summarization EMNLP 2020 The JHU Submission to the 2020 Duolingo Shared Task on Simultaneous Translation and Paraphrase for Language Education ACL 2020 The Right Tool for the Job: Matching Model and Instance Complexities ACL 2020 To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks ACL 2020 Transfer Learning for Related Languages: Submissions to the WMT20 Similar Language Translation Task EMNLP 2020 Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER EMNLP 2020 UIT-HSE at WNUT-2020 Task 2: Exploiting CT-BERT for Identifying COVID-19 Information on the Twitter Social Network EMNLP 2020 Vocabulary Adaptation for Domain Adaptation in Neural Machine Translation EMNLP 2020 What Happens To BERT Embeddings During Fine-tuning? EMNLP 2020 A Surprisingly Robust Trick for the Winograd Schema Challenge ACL 2019 Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification AAAI 2019 Better Fine-Tuning via Instance Weighting for Text Classification AAAI 2019 BLCU-NLP at COIN-Shared Task1: Stagewise Fine-tuning BERT for Commonsense Inference in Everyday Narrations EMNLP 2019 D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading Comprehension EMNLP 2019 Enhancing BERT for Lexical Normalization EMNLP 2019 Explain Yourself! Leveraging Language Models for Commonsense Reasoning ACL 2019 Exploiting Multilingualism through Multistage Fine-Tuning for Low-Resource Neural Machine Translation EMNLP 2019 Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction ACL 2019 Generalizing Question Answering System with Pre-trained Language Model Fine-tuning EMNLP 2019 Harnessing Pre-Trained Neural Networks with Rules for Formality Style Transfer EMNLP 2019 Integration of Deep Learning and Traditional Machine Learning for Knowledge Extraction from Biomedical Literature EMNLP 2019 Large Dataset and Language Model Fun-Tuning for Humor Recognition ACL 2019 Long-Distance Dependencies Don’t Have to Be Long: Simplifying through Provably (Approximately) Optimal Permutations ACL 2019 MultiFiT: Efficient Multi-lingual Language Model Fine-tuning EMNLP 2019 NICT’s participation to WAT 2019: Multilingualism and Multi-step Fine-Tuning for Low Resource NMT EMNLP 2019