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transfer learning

5449 papers

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TL

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Transfer Learning for Sequence Generation: from Single-source to Multi-source ACL 2021
Learning Dense Representations of Phrases at Scale ACL 2021
Transfer Learning for Speech Intelligibility Improvement in Noisy Environments INTERSPEECH 2021
Demonstration of the EMPATHIC Framework for Task Learning from Implicit Human Feedback AAAI 2021
Transfer Learning and Data Augmentation Techniques to the COVID-19 Identification Tasks in ComParE 2021 INTERSPEECH 2021
Speech Emotion Recognition with Multi-Task Learning INTERSPEECH 2021
End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021 ACL 2021
Transfer Learning-Based Cough Representations for Automatic Detection of COVID-19 INTERSPEECH 2021
OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction ACL 2021
Moving on from OntoNotes: Coreference Resolution Model Transfer EMNLP 2021
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition ACL 2021
MIPT-NSU-UTMN at SemEval-2021 Task 5: Ensembling Learning with Pre-trained Language Models for Toxic Spans Detection ACL 2021
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets ACL 2021
Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition EMNLP 2021
UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span Prediction ACL 2021
UPB at SemEval-2021 Task 1: Combining Deep Learning and Hand-Crafted Features for Lexical Complexity Prediction ACL 2021
BigGreen at SemEval-2021 Task 1: Lexical Complexity Prediction with Assembly Models ACL 2021
Maastricht University’s Multilingual Speech Translation System for IWSLT 2021 ACL 2021
S-NLP at SemEval-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging ACL 2021
CommitBERT: Commit Message Generation Using Pre-Trained Programming Language Model ACL 2021
Uncovering the Limits of Text-based Emotion Detection EMNLP 2021
VidLanKD: Improving Language Understanding via Video-Distilled Knowledge Transfer NIPS 2021
Preserving Cross-Linguality of Pre-trained Models via Continual Learning ACL 2021
Understanding Guided Image Captioning Performance across Domains EMNLP 2021
Evaluating the Values of Sources in Transfer Learning NAACL 2021