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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

Emergent Communication for Numerical Concepts Generalization AAAI 2024
Investigating the Generalizability of Pretrained Language Models across Multiple Dimensions: A Case Study of NLI and MRC EMNLP 2024
Cross-Dialectal Transfer and Zero-Shot Learning for Armenian Varieties: A Comparative Analysis of RNNs, Transformers and LLMs EMNLP 2024
Leveraging pre-trained large language models for aphasia detection in English and Chinese speakers NAACL 2024
A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives EMNLP 2024
Bootstrapping Cognitive Agents with a Large Language Model AAAI 2024
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data? INTERSPEECH 2023
Rethinking Transfer and Auxiliary Learning for Improving Audio Captioning Transformer INTERSPEECH 2023
On Pre-Training for Visuo-Motor Control: Revisiting a Learning-from-Scratch Baseline ICML 2023
Transfer Learning to Aid Dysarthria Severity Classification for Patients with Amyotrophic Lateral Sclerosis INTERSPEECH 2023
AD-TUNING: An Adaptive CHILD-TUNING Approach to Efficient Hyperparameter Optimization of Child Networks for Speech Processing Tasks in the SUPERB Benchmark INTERSPEECH 2023
Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search INTERSPEECH 2023
Investigating wav2vec2 context representations and the effects of fine-tuning, a case-study of a Finnish model INTERSPEECH 2023
Efficient Training of Language Models using Few-Shot Learning ICML 2023
Large-Scale Training Data Search for Object Re-Identification CVPR 2023
Architecture, Dataset and Model-Scale Agnostic Data-Free Meta-Learning CVPR 2023
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-Channel Video-Language Retrieval CVPR 2023
Combining Active Learning and Task Adaptation with BERT for Cost-Effective Annotation of Social Media Datasets ACL 2023
LAVENDER: Unifying Video-Language Understanding As Masked Language Modeling CVPR 2023
ScaleDet: A Scalable Multi-Dataset Object Detector CVPR 2023
IncDSI: Incrementally Updatable Document Retrieval ICML 2023
Dragonfly_captain at SemEval-2023 Task 11: Unpacking Disagreement with Investigation of Annotator Demographics and Task Difficulty ACL 2023
CSECU-DSG at SemEval-2023 Task 6: Segmenting Legal Documents into Rhetorical Roles via Fine-tuned Transformer Architecture ACL 2023
Ertim at SemEval-2023 Task 2: Fine-tuning of Transformer Language Models and External Knowledge Leveraging for NER in Farsi, English, French and Chinese ACL 2023
A New Benchmark: On the Utility of Synthetic Data With Blender for Bare Supervised Learning and Downstream Domain Adaptation CVPR 2023