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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

Not Enough Data to Pre-train Your Language Model? MT to the Rescue! ACL 2023
mPMR: A Multilingual Pre-trained Machine Reader at Scale ACL 2023
Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques ACL 2023
Towards Unifying Multi-Lingual and Cross-Lingual Summarization ACL 2023
TAVT: Towards Transferable Audio-Visual Text Generation ACL 2023
Don’t Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text ACL 2023
Do Question Answering Modeling Improvements Hold Across Benchmarks? ACL 2023
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization ACL 2023
Downstream Datasets Make Surprisingly Good Pretraining Corpora ACL 2023
Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation ACL 2023
HiFi: High-Information Attention Heads Hold for Parameter-Efficient Model Adaptation ACL 2023
When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP ACL 2023
Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency ACL 2023
Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review ACL 2023
REDFM: a Filtered and Multilingual Relation Extraction Dataset ACL 2023
MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset ACL 2023
Towards Interpretable Video Anomaly Detection WACV 2023
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation WACV 2023
PARROT: Zero-Shot Narrative Reading Comprehension via Parallel Reading EMNLP 2023
AAST-NLP at ArAIEval Shared Task: Tackling Persuasion technique and Disinformation Detection using Pre-Trained Language Models On Imbalanced Datasets EMNLP 2023
PD-AR at ArAIEval Shared Task: A BERT-Centric Approach to Tackle Arabic Disinformation EMNLP 2023
FlexiViT: One Model for All Patch Sizes CVPR 2023
Video pretraining advances 3D deep learning on chest CT tasks MIDL 2023
Learning Instance-Level Representation for Large-Scale Multi-Modal Pretraining in E-Commerce CVPR 2023
Structure-Encoding Auxiliary Tasks for Improved Visual Representation in Vision-and-Language Navigation WACV 2023