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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

Meta-Adapters: Parameter Efficient Few-shot Fine-tuning through Meta-Learning AUTOML 2022
GetSmartMSEC at SemEval-2022 Task 6: Sarcasm Detection using Contextual Word Embedding with Gaussian model for Irony Type Identification NAACL 2022
Multilinguals at SemEval-2022 Task 11: Complex NER in Semantically Ambiguous Settings for Low Resource Languages NAACL 2022
On Language Spaces, Scales and Cross-Lingual Transfer of UD Parsers EMNLP 2022
PALI-NLP at SemEval-2022 Task 6: iSarcasmEval- Fine-tuning the Pre-trained Model for Detecting Intended Sarcasm NAACL 2022
Taygete at SemEval-2022 Task 4: RoBERTa based models for detecting Patronising and Condescending Language NAACL 2022
SemEval-2022 Task 6: iSarcasmEval, Intended Sarcasm Detection in English and Arabic NAACL 2022
Leveraging a New Spanish Corpus for Multilingual and Cross-lingual Metaphor Detection CONLL 2022
X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection SEMEVAL 2022
R2D2 at SemEval-2022 Task 6: Are language models sarcastic enough? Finetuning pre-trained language models to identify sarcasm SEMEVAL 2022
Curriculum Knowledge Distillation for Emoji-supervised Cross-lingual Sentiment Analysis EMNLP 2022
Entity Extraction in Low Resource Domains with Selective Pre-training of Large Language Models EMNLP 2022
Domain Specific Sub-network for Multi-Domain Neural Machine Translation AACL 2022
CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing AACL 2022
Cognitive Simplification Operations Improve Text Simplification CONLL 2022
Adaptive Variants of Optimal Feedback Policies L4DC 2022
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps IJCNLP 2022
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification AACL 2022
3D Infomax improves GNNs for Molecular Property Prediction ICML 2022
m4 Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter EMNLP 2022
Universality of Winning Tickets: A Renormalization Group Perspective ICML 2022
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model INTERSPEECH 2022
A Transfer and Multi-Task Learning based Approach for MOS Prediction INTERSPEECH 2022
Multi-level Fusion of Wav2vec 2.0 and BERT for Multimodal Emotion Recognition INTERSPEECH 2022
Coupled Discriminant Subspace Alignment for Cross-database Speech Emotion Recognition INTERSPEECH 2022