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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification AACL 2022
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts AACL 2022
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding ACL 2022
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios EMNLP 2022
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22 EMNLP 2022
Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level Noise ACL 2022
Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup EMNLP 2022
JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset EMNLP 2022
Predicting Prerequisite Relations for Unseen Concepts EMNLP 2022
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models EMNLP 2022
How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? ACL 2022
Reusing a Multi-lingual Setup to Bootstrap a Grammar Checker for a Very Low Resource Language without Data ACL 2022
Towards Responsible Natural Language Annotation for the Varieties of Arabic ACL 2022
Learning to Adapt to Low-Resource Paraphrase Generation EMNLP 2022
The Teaching Dimension of Regularized Kernel Learners ICML 2022
Efficient Argument Structure Extraction with Transfer Learning and Active Learning ACL 2022
Detecting False Claims in Low-Resource Regions: A Case Study of Caribbean Islands ACL 2022
Mixed-effects transformers for hierarchical adaptation EMNLP 2022
Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022
Zero-shot AutoML with Pretrained Models ICML 2022
How Transferable are Video Representations Based on Synthetic Data? NIPS 2022
Cross-lingual Semantic Role Labelling with the Valpal database knowledge ACL 2022
When Cantonese NLP Meets Pre-training: Progress and Challenges IJCNLP 2022
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification IJCNLP 2022
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps IJCNLP 2022