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transfer learning

5449 papers

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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

UniKW-AT: Unified Keyword Spotting and Audio Tagging INTERSPEECH 2022
CTA-RNN: Channel and Temporal-wise Attention RNN leveraging Pre-trained ASR Embeddings for Speech Emotion Recognition INTERSPEECH 2022
Association Graph Learning for Multi-Task Classification with Category Shifts NIPS 2022
Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport NIPS 2022
GAR: Generalized Autoregression for Multi-Fidelity Fusion NIPS 2022
Improving Multi-Task Generalization via Regularizing Spurious Correlation NIPS 2022
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning EMNLP 2022
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