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Transfer Learning

8,078 papers

Papers per year

Papers

To Block or not to Block: Experiments with Machine Learning for News Comment Moderation EACL 2021
Scientific Claim Verification with VerT5erini EACL 2021
KU_NLP@LT-EDI-EACL2021: A Multilingual Hope Speech Detection for Equality, Diversity, and Inclusion using Context Aware Embeddings EACL 2021
EDIOne@LT-EDI-EACL2021: Pre-trained Transformers with Convolutional Neural Networks for Hope Speech Detection. EACL 2021
GCDH@LT-EDI-EACL2021: XLM-RoBERTa for Hope Speech Detection in English, Malayalam, and Tamil EACL 2021
TeamUNCC@LT-EDI-EACL2021: Hope Speech Detection using Transfer Learning with Transformers EACL 2021
MUCS@LT-EDI-EACL2021:CoHope-Hope Speech Detection for Equality, Diversity, and Inclusion in Code-Mixed Texts EACL 2021
CFILT IIT Bombay@LT-EDI-EACL2021: Hope Speech Detection for Equality, Diversity, and Inclusion using Multilingual Representation fromTransformers EACL 2021
Whit’s the Richt Pairt o Speech: PoS tagging for Scots EACL 2021
Adult Content Detection on Arabic Twitter: Analysis and Experiments EACL 2021
ALUE: Arabic Language Understanding Evaluation EACL 2021
Introducing A large Tunisian Arabizi Dialectal Dataset for Sentiment Analysis EACL 2021
Universal Joy A Data Set and Results for Classifying Emotions Across Languages EACL 2021
Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders EMNLP 2021
DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction EMNLP 2021
Distilling Linguistic Context for Language Model Compression EMNLP 2021
Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity EMNLP 2021
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data EMNLP 2021
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories EMNLP 2021
Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking EMNLP 2021
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages EMNLP 2021
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification EMNLP 2021
Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation EMNLP 2021
Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision EMNLP 2021
Different Strokes for Different Folks: Investigating Appropriate Further Pre-training Approaches for Diverse Dialogue Tasks EMNLP 2021