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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

Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data NIPS 2023
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation NIPS 2023
The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning ACL 2023
MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning ACL 2023
XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations ACL 2023
Dual Prompt Learning for Continual Rain Removal from Single Images IJCAI 2023
Not All Tasks Are Born Equal: Understanding Zero-Shot Generalization ICLR 2023
Neural Machine Translation Methods for Translating Text to Sign Language Glosses ACL 2023
NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification ACL 2023
On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks NIPS 2023
Dynamic Flows on Curved Space Generated by Labeled Data IJCAI 2023
Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models EMNLP 2023
Fairness and Representation in Satellite-Based Poverty Maps: Evidence of Urban-Rural Disparities and Their Impacts on Downstream Policy IJCAI 2023
Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting EMNLP 2023
Domain Adaptation under Missingness Shift AISTATS 2023
Toward Job Recommendation for All IJCAI 2023
Textually Pretrained Speech Language Models NIPS 2023
FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning NIPS 2023
kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation ACL 2023
Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking ACL 2023
A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression NIPS 2023
RLIPv2: Fast Scaling of Relational Language-Image Pre-Training ICCV 2023
Measuring the Instability of Fine-Tuning ACL 2023
Where’s the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation ACL 2023
Transferring General Multimodal Pretrained Models to Text Recognition ACL 2023