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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

Mitigating the Diminishing Effect of Elastic Weight Consolidation COLING 2022
PCBERT: Parent and Child BERT for Chinese Few-shot NER COLING 2022
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training EMNLP 2022
Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems EMNLP 2022
SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition COLING 2022
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts COLING 2022
Document-level Event Factuality Identification via Machine Reading Comprehension Frameworks with Transfer Learning COLING 2022
Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation COLING 2022
Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer COLING 2022
Prompt-based Conservation Learning for Multi-hop Question Answering COLING 2022
Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop? COLING 2022
MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation COLING 2022
Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models EMNLP 2022
Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup EMNLP 2022
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion EMNLP 2022
SHAS: Approaching optimal Segmentation for End-to-End Speech Translation INTERSPEECH 2022
Deep Transductive Transfer Regression Network for Cross-Corpus Speech Emotion Recognition INTERSPEECH 2022
Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores INTERSPEECH 2022
Promoting Pre-trained LM with Linguistic Features on Automatic Readability Assessment AACL 2022
Meta Learning for Natural Language Processing: A Survey NAACL 2022
Efficient Hierarchical Domain Adaptation for Pretrained Language Models NAACL 2022
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations NAACL 2022
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning NAACL 2022
Progressive Class Semantic Matching for Semi-supervised Text Classification NAACL 2022
Low Resource Style Transfer via Domain Adaptive Meta Learning NAACL 2022