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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

Semi-supervised Meta-learning for Multi-source Heterogeneity in Time-series Data MLHC 2023
Learning Causal Representations of Single Cells via Sparse Mechanism Shift Modeling CLEAR 2023
Grounded Entity-Landmark Adaptive Pre-Training for Vision-and-Language Navigation ICCV 2023
Dual Learning with Dynamic Knowledge Distillation for Partially Relevant Video Retrieval ICCV 2023
Unified Pre-Training with Pseudo Texts for Text-To-Image Person Re-Identification ICCV 2023
Improving End-to-End Speech Translation by Leveraging Auxiliary Speech and Text Data AAAI 2023
A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER AAAI 2023
Post-hoc Uncertainty Learning Using a Dirichlet Meta-Model AAAI 2023
Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions AAAI 2023
Hypernetworks for Zero-Shot Transfer in Reinforcement Learning AAAI 2023
Better Generalized Few-Shot Learning Even without Base Data AAAI 2023
Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization AAAI 2023
Token Mixing: Parameter-Efficient Transfer Learning from Image-Language to Video-Language AAAI 2023
Parameter-Efficient Model Adaptation for Vision Transformers AAAI 2023
PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers AAAI 2023
On the Effectiveness of Parameter-Efficient Fine-Tuning AAAI 2023
Hierarchical Pretraining on Multimodal Electronic Health Records EMNLP 2023
Enhancing Low-resource Fine-grained Named Entity Recognition by Leveraging Coarse-grained Datasets EMNLP 2023
Non-Programmers Can Label Programs Indirectly via Active Examples: A Case Study with Text-to-SQL EMNLP 2023
ViSoBERT: A Pre-Trained Language Model for Vietnamese Social Media Text Processing EMNLP 2023
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness EMNLP 2023
Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023
Multilingual Lottery Tickets to Pretrain Language Models EMNLP 2023
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models EMNLP 2023
Diversifying language models for lesser-studied languages and language-usage contexts: A case of second language Korean EMNLP 2023