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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

BanglaRQA: A Benchmark Dataset for Under-resourced Bangla Language Reading Comprehension-based Question Answering with Diverse Question-Answer Types EMNLP 2022
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token EMNLP 2022
A Few More Examples May Be Worth Billions of Parameters EMNLP 2022
KinyaBERT: a Morphology-aware Kinyarwanda Language Model ACL 2022
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References ACL 2022
MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages ACL 2022
Towards Unified Prompt Tuning for Few-shot Text Classification EMNLP 2022
Deploying Unified BERT Moderation Model for E-Commerce Reviews EMNLP 2022
Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks EMNLP 2022
Evidence > Intuition: Transferability Estimation for Encoder Selection EMNLP 2022
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder EMNLP 2022
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model NIPS 2022
Insights into Pre-training via Simpler Synthetic Tasks NIPS 2022
AraBEM at WANLP 2022 Shared Task: Propaganda Detection in Arabic Tweets EMNLP 2022
Learning to Transfer with von Neumann Conditional Divergence AAAI 2022
Joint Learning of 2D-3D Weakly Supervised Semantic Segmentation NIPS 2022
Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models AAAI 2022
Cross-Lingual Transfer Learning Approach to Phoneme Error Detection via Latent Phonetic Representation INTERSPEECH 2022
WavPrompt: Towards Few-Shot Spoken Language Understanding with Frozen Language Models INTERSPEECH 2022
Improving Mispronunciation Detection with Wav2vec2-based Momentum Pseudo-Labeling for Accentedness and Intelligibility Assessment INTERSPEECH 2022
Prior-Guided Transfer Learning for Enhancing Item Representation in E-commerce AAAI 2022
CTRL: Continual Representation Learning to Transfer Information of Pre-trained for WAV2VEC 2.0 INTERSPEECH 2022
Domain Adaptation for Time Series Forecasting via Attention Sharing ICML 2022
Balancing Discriminability and Transferability for Source-Free Domain Adaptation ICML 2022
Weak-shot Semantic Segmentation via Dual Similarity Transfer NIPS 2022