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Fine-Tuning

704 directly classified papers

Papers per year

Papers

SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization ACL 2020
Combining Fine-Tuning with a Feature-Based Approach for Aspect Extraction on Reviews (Student Abstract) AAAI 2020
Learning to Classify the Wrong Answers for Multiple Choice Question Answering (Student Abstract) AAAI 2020
Adapting Language Models for Non-Parallel Author-Stylized Rewriting AAAI 2020
Reformulating Unsupervised Style Transfer as Paraphrase Generation EMNLP 2020
Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining EMNLP 2020
Controllable Meaning Representation to Text Generation: Linearization and Data Augmentation Strategies EMNLP 2020
RethinkCWS: Is Chinese Word Segmentation a Solved Task? EMNLP 2020
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation EMNLP 2020
MovieChats: Chat like Humans in a Closed Domain EMNLP 2020
TESA: A Task in Entity Semantic Aggregation for Abstractive Summarization EMNLP 2020
Investigating Transferability in Pretrained Language Models EMNLP 2020
RobBERT: a Dutch RoBERTa-based Language Model EMNLP 2020
Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER EMNLP 2020
What Happens To BERT Embeddings During Fine-tuning? EMNLP 2020
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers EMNLP 2020
GenAug: Data Augmentation for Finetuning Text Generators EMNLP 2020
Identifying Personal Experience Tweets of Medication Effects Using Pre-trained RoBERTa Language Model and Its Updating EMNLP 2020
Transfer Learning for Related Languages: Submissions to the WMT20 Similar Language Translation Task EMNLP 2020
Fine-Tuning MT systems for Robustness to Second-Language Speaker Variations EMNLP 2020
Siva at WNUT-2020 Task 2: Fine-tuning Transformer Neural Networks for Identification of Informative Covid-19 Tweets EMNLP 2020
SunBear at WNUT-2020 Task 2: Improving BERT-Based Noisy Text Classification with Knowledge of the Data domain EMNLP 2020
Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods ACL 2020
Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning ACL 2020
Contextualizing Hate Speech Classifiers with Post-hoc Explanation ACL 2020