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transfer learning

5449 papers

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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

DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction EMNLP 2021
Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning EMNLP 2021
Mapping probability word problems to executable representations EMNLP 2021
Levenshtein Training for Word-level Quality Estimation EMNLP 2021
Come hither or go away? Recognising pre-electoral coalition signals in the news EMNLP 2021
Variation and generality in encoding of syntactic anomaly information in sentence embeddings EMNLP 2021
Developing Conversational Data and Detection of Conversational Humor in Telugu EMNLP 2021
Enriching Language Models with Visually-grounded Word Vectors and the Lancaster Sensorimotor Norms EMNLP 2021
A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification EMNLP 2021
Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference Resolution EMNLP 2021
EDGAR-CORPUS: Billions of Tokens Make The World Go Round EMNLP 2021
The Global Banking Standards QA Dataset (GBS-QA) EMNLP 2021
jurBERT: A Romanian BERT Model for Legal Judgement Prediction EMNLP 2021
Adam Mickiewicz University’s English-Hausa Submissions to the WMT 2021 News Translation Task EMNLP 2021
Improving Similar Language Translation With Transfer Learning EMNLP 2021
Pivot Based Transfer Learning for Neural Machine Translation: CFILT IITB @ WMT 2021 Triangular MT EMNLP 2021
Machine Translation of Low-Resource Indo-European Languages EMNLP 2021
Transfer Learning with Shallow Decoders: BSC at WMT2021’s Multilingual Low-Resource Translation for Indo-European Languages Shared Task EMNLP 2021
HW-TSC’s Submissions to the WMT21 Biomedical Translation Task EMNLP 2021
Quality Estimation Using Dual Encoders with Transfer Learning EMNLP 2021
The LMU Munich Systems for the WMT21 Unsupervised and Very Low-Resource Translation Task EMNLP 2021
Language Model Pretraining and Transfer Learning for Very Low Resource Languages EMNLP 2021
NRC-CNRC Systems for Upper Sorbian-German and Lower Sorbian-German Machine Translation 2021 EMNLP 2021
NoahNMT at WMT 2021: Dual Transfer for Very Low Resource Supervised Machine Translation EMNLP 2021
Contrapositive Local Class Inference EMNLP 2021