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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

BERTwich: Extending BERT’s Capabilities to Model Dialectal and Noisy Text EMNLP 2023
Evaluating Parameter-Efficient Finetuning Approaches for Pre-trained Models on the Financial Domain EMNLP 2023
Misery Loves Complexity: Exploring Linguistic Complexity in the Context of Emotion Detection EMNLP 2023
Towards Safer Communities: Detecting Aggression and Offensive Language in Code-Mixed Tweets to Combat Cyberbullying ACL 2023
Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling? EMNLP 2023
Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture EMNLP 2023
Image and Text: Fighting the same Battle? Super Resolution Learning for Imbalanced Text Classification EMNLP 2023
Investigating the Effect of Pre-finetuning BERT Models on NLI Involving Presuppositions EMNLP 2023
PUNR: Pre-training with User Behavior Modeling for News Recommendation EMNLP 2023
Knowledge-Selective Pretraining for Attribute Value Extraction EMNLP 2023
On the Transferability of Visually Grounded PCFGs EMNLP 2023
HausaNLP at SemEval-2023 Task 10: Transfer Learning, Synthetic Data and Side-information for Multi-level Sexism Classification SEMEVAL 2023
SKAM at SemEval-2023 Task 10: Linguistic Feature Integration and Continuous Pretraining for Online Sexism Detection and Classification SEMEVAL 2023
Transfer Learning for Code-Mixed Data: Do Pretraining Languages Matter? ACL 2023
Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models ICCV 2023
Bhattacharya_Lab at SemEval-2023 Task 12: A Transformer-based Language Model for Sentiment Classification for Low Resource African Languages: Nigerian Pidgin and Yoruba SEMEVAL 2023
Exploring the Impact of Corpus Diversity on Financial Pretrained Language Models EMNLP 2023
KDDIE at SemEval-2023 Task 2: External Knowledge Injection for Named Entity Recognition SEMEVAL 2023
KDDIE at SemEval-2023 Task 2: External Knowledge Injection for Named Entity Recognition ACL 2023
Alexander Knox at SemEval-2023 Task 5: The comparison of prompting and standard fine-tuning techniques for selecting the type of spoiler needed to neutralize a clickbait SEMEVAL 2023
Alexander Knox at SemEval-2023 Task 5: The comparison of prompting and standard fine-tuning techniques for selecting the type of spoiler needed to neutralize a clickbait ACL 2023
John-Arthur at SemEval-2023 Task 4: Fine-Tuning Large Language Models for Arguments Classification SEMEVAL 2023
Time Series of Satellite Imagery Improve Deep Learning Estimates of Neighborhood-Level Poverty in Africa IJCAI 2023
GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost IJCAI 2023
UM6P at SemEval-2023 Task 12: Out-Of-Distribution Generalization Method for African Languages Sentiment Analysis SEMEVAL 2023