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transfer learning

5449 papers

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TL

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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

Emotion Analysis of Tweets Banning Education in Afghanistan ACL 2023
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
Pretrained Bidirectional Distillation for Machine Translation ACL 2023
Prompts Can Play Lottery Tickets Well: Achieving Lifelong Information Extraction via Lottery Prompt Tuning ACL 2023
Revisiting Classifier: Transferring Vision-Language Models for Video Recognition AAAI 2023
Video pretraining advances 3D deep learning on chest CT tasks MIDL 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