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transfer learning

5449 papers

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TL

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Team_Swift at SemEval-2020 Task 9: Tiny Data Specialists through Domain-Specific Pre-training on Code-Mixed Data COLING 2020
Out-of-Task Training for Dialog State Tracking Models COLING 2020
Pretrained Transformers Improve Out-of-Distribution Robustness ACL 2020
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information EMNLP 2020
Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT EMNLP 2020
TED-CDB: A Large-Scale Chinese Discourse Relation Dataset on TED Talks EMNLP 2020
Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble EMNLP 2020
Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events EMNLP 2020
Which *BERT? A Survey Organizing Contextualized Encoders EMNLP 2020
Effectively pretraining a speech translation decoder with Machine Translation data EMNLP 2020
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start EMNLP 2020
A Simple Yet Strong Pipeline for HotpotQA EMNLP 2020
Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models EMNLP 2020
Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation EMNLP 2020
Using the Past Knowledge to Improve Sentiment Classification EMNLP 2020
FQuAD: French Question Answering Dataset EMNLP 2020
Understanding Linguistic Accommodation in Code-Switched Human-Machine Dialogues EMNLP 2020
A Little Bit Is Worse Than None: Ranking with Limited Training Data EMNLP 2020
Do We Need to Create Big Datasets to Learn a Task? EMNLP 2020
The ADAPT System Description for the WMT20 News Translation Task EMNLP 2020
HW-TSC’s Participation at WMT 2020 Quality Estimation Shared Task EMNLP 2020
Adobe AMPS’s Submission for Very Low Resource Supervised Translation Task at WMT20 EMNLP 2020
Detecting Entailment in Code-Mixed Hindi-English Conversations EMNLP 2020
NLP North at WNUT-2020 Task 2: Pre-training versus Ensembling for Detection of Informative COVID-19 English Tweets EMNLP 2020
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks EMNLP 2020