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Transfer Learning

458 directly classified papers

Papers per year

Papers

Pre-trained language models in Spanish for health insurance coverage ACL 2023
Frustratingly Easy Label Projection for Cross-lingual Transfer ACL 2023
Z-Index at BLP-2023 Task 2: A Comparative Study on Sentiment Analysis EMNLP 2023
LKAU23 at Qur’an QA 2023: Using Transformer Models for Retrieving Passages and Finding Answers to Questions from the Qur’an EMNLP 2023
Legend at ArAIEval Shared Task: Persuasion Technique Detection using a Language-Agnostic Text Representation Model EMNLP 2023
Nexus at ArAIEval Shared Task: Fine-Tuning Arabic Language Models for Propaganda and Disinformation Detection EMNLP 2023
CamelParser2.0: A State-of-the-Art Dependency Parser for Arabic EMNLP 2023
Enhancing Arabic Machine Translation for E-commerce Product Information: Data Quality Challenges and Innovative Selection Approaches EMNLP 2023
Cross-Dialectal Named Entity Recognition in Arabic EMNLP 2023
NeuroX Library for Neuron Analysis of Deep NLP Models ACL 2023
X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity EMNLP 2023
Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompts EMNLP 2023
Investigating the Effect of Pre-finetuning BERT Models on NLI Involving Presuppositions EMNLP 2023
CITB: A Benchmark for Continual Instruction Tuning EMNLP 2023
Rethinking Semi-supervised Learning with Language Models ACL 2023
Energy and Carbon Considerations of Fine-Tuning BERT EMNLP 2023
Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts EMNLP 2023
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs EMNLP 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefix EMNLP 2023
Towards Making the Most of ChatGPT for Machine Translation EMNLP 2023
Adapting Pretrained Text-to-Text Models for Long Text Sequences EMNLP 2023
REDFM: a Filtered and Multilingual Relation Extraction Dataset ACL 2023
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging ACL 2023
Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling ACL 2023
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding ACL 2023