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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

Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks NIPS 2023
TransHP: Image Classification with Hierarchical Prompting NIPS 2023
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching NIPS 2023
Bootstrapping Vision-Language Learning with Decoupled Language Pre-training NIPS 2023
Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models ACL 2023
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation ACL 2023
Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction ACL 2023
Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints ACL 2023
AliBERT: A Pre-trained Language Model for French Biomedical Text ACL 2023
Intermediate Domain Finetuning for Weakly Supervised Domain-adaptive Clinical NER ACL 2023
KnowLab at RadSum23: comparing pre-trained language models in radiology report summarization ACL 2023
Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23 ACL 2023
Connecting Pre-trained Language Model and Downstream Task via Properties of Representation NIPS 2023
Arabic dialect identification: An in-depth error analysis on the MADAR parallel corpus EMNLP 2023
Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone NIPS 2023
Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning NIPS 2023
Universal Prompt Tuning for Graph Neural Networks NIPS 2023
Optimistic Rates for Multi-Task Representation Learning NIPS 2023
The s-value: evaluating stability with respect to distributional shifts NIPS 2023
Emergent Communication for Rules Reasoning NIPS 2023
Transportability for Bandits with Data from Different Environments NIPS 2023
Transfer Learning with Affine Model Transformation NIPS 2023
Abed at KSAA-RD Shared Task: Enhancing Arabic Word Embedding with Modified BERT Multilingual EMNLP 2023
Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models ACL 2023
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations ACL 2023