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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

Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation INTERSPEECH 2020
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification EMNLP 2020
Automated Synthetic-to-Real Generalization ICML 2020
Are Neural Open-Domain Dialog Systems Robust to Speech Recognition Errors in the Dialog History? An Empirical Study INTERSPEECH 2020
Domain Adaptive Classification on Heterogeneous Information Networks IJCAI 2020
Improving Knowledge Tracing via Pre-training Question Embeddings IJCAI 2020
Development of Multilingual ASR Using GlobalPhone for Less-Resourced Languages: The Case of Ethiopian Languages INTERSPEECH 2020
Multilingual Acoustic and Language Modeling for Ethio-Semitic Languages INTERSPEECH 2020
Learning Fast Adaptation on Cross-Accented Speech Recognition INTERSPEECH 2020
Data-Efficient Image Recognition with Contrastive Predictive Coding ICML 2020
Investigating Transferability in Pretrained Language Models EMNLP 2020
Quantifying the Contextualization of Word Representations with Semantic Class Probing EMNLP 2020
A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition ICML 2020
Crowdsourcing with Multiple-Source Knowledge Transfer IJCAI 2020
A Joint Multiple Criteria Model in Transfer Learning for Cross-domain Chinese Word Segmentation EMNLP 2020
XL-AMR: Enabling Cross-Lingual AMR Parsing with Transfer Learning Techniques EMNLP 2020
Few-shot Domain Adaptation by Causal Mechanism Transfer ICML 2020
Unsupervised Transfer Learning for Spatiotemporal Predictive Networks ICML 2020
On Leveraging Pretrained GANs for Generation with Limited Data ICML 2020
Learning Higher Representations from Pre-Trained Deep Models with Data Augmentation for the COMPARE 2020 Challenge Mask Task INTERSPEECH 2020
A Method for Building a Commonsense Inference Dataset based on Basic Events EMNLP 2020
Representation Learning with Multiple Lipschitz-Constrained Alignments on Partially-Labeled Cross-Domain Data AAAI 2020
Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment AAAI 2020
Generalized Hidden Parameter MDPs:Transferable Model-Based RL in a Handful of Trials AAAI 2020
Learning Efficient Representations for Fake Speech Detection AAAI 2020