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Transfer Learning

3,884 papers

Papers per year

Papers

LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022
Domain Curricula for Code-Switched MT at MixMT 2022 EMNLP 2022
A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models NIPS 2022
Compound Domain Generalization via Meta-Knowledge Encoding CVPR 2022
Boosting Active Learning via Improving Test Performance AAAI 2022
Transfer Learning from Multi-Lingual Speech Translation Benefits Low-Resource Speech Recognition INTERSPEECH 2022
End-to-end model for named entity recognition from speech without paired training data INTERSPEECH 2022
ModLaNets: Learning Generalisable Dynamics via Modularity and Physical Inductive Bias ICML 2022
Personalized Keyword Spotting through Multi-task Learning INTERSPEECH 2022
Mitigating the Diminishing Effect of Elastic Weight Consolidation COLING 2022
Learning Cross-Lingual IR from an English Retriever NAACL 2022
Parameter-Efficient Abstractive Question Answering over Tables or Text ACL 2022
ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation Recognition COLING 2022
Thompson Sampling for Robust Transfer in Multi-Task Bandits ICML 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix EMNLP 2022
Conditional Loss and Deep Euler Scheme for Time Series Generation AAAI 2022
Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation COLING 2022
Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution NIPS 2022
CTA-RNN: Channel and Temporal-wise Attention RNN leveraging Pre-trained ASR Embeddings for Speech Emotion Recognition INTERSPEECH 2022
Probing Pretrained Models of Source Codes EMNLP 2022
Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion NIPS 2022
Program Transfer for Answering Complex Questions over Knowledge Bases ACL 2022
From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models EMNLP 2022
Cognitive Simplification Operations Improve Text Simplification CONLL 2022
Reweighting Strategy Based on Synthetic Data Identification for Sentence Similarity COLING 2022