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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

Towards Low-resource Language Generation with Limited Supervision EMNLP 2023
LowResource at BLP-2023 Task 2: Leveraging BanglaBert for Low Resource Sentiment Analysis of Bangla Language EMNLP 2023
RSM-NLP at BLP-2023 Task 2: Bangla Sentiment Analysis using Weighted and Majority Voted Fine-Tuned Transformers EMNLP 2023
nlpBDpatriots at BLP-2023 Task 2: A Transfer Learning Approach towards Bangla Sentiment Analysis EMNLP 2023
BanglaNLP at BLP-2023 Task 2: Benchmarking different Transformer Models for Sentiment Analysis of Bangla Social Media Posts EMNLP 2023
UoT at NADI 2023 shared task: Automatic Arabic Dialect Identification is Made Possible EMNLP 2023
Machine Translation of Omani Arabic Dialect from Social Media EMNLP 2023
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