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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

Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language ACL 2020
Word-level Textual Adversarial Attacking as Combinatorial Optimization ACL 2020
Emerging Cross-lingual Structure in Pretrained Language Models ACL 2020
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis ACL 2020
Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation ACL 2020
MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs ACL 2020
Improving Segmentation for Technical Support Problems ACL 2020
XtremeDistil: Multi-stage Distillation for Massive Multilingual Models ACL 2020
MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices ACL 2020
Named Entity Recognition without Labelled Data: A Weak Supervision Approach ACL 2020
Meta Multi-Task Learning for Speech Emotion Recognition INTERSPEECH 2020
Predicting Detection Filters for Small Footprint Open-Vocabulary Keyword Spotting INTERSPEECH 2020
Review-based Question Generation with Adaptive Instance Transfer and Augmentation ACL 2020
Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders ACL 2020
Effective Few-Shot Classification with Transfer Learning COLING 2020
Multimodal Topic-Enriched Auxiliary Learning for Depression Detection COLING 2020
Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models COLING 2020
Towards the First Machine Translation System for Sumerian Transliterations COLING 2020
Federated Learning for Spoken Language Understanding COLING 2020
Multilingual Neural Machine Translation COLING 2020
SWAGex at SemEval-2020 Task 4: Commonsense Explanation as Next Event Prediction COLING 2020
LMVE at SemEval-2020 Task 4: Commonsense Validation and Explanation Using Pretraining Language Model COLING 2020
Kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification COLING 2020
BERT at SemEval-2020 Task 8: Using BERT to Analyse Meme Emotions COLING 2020
FBK-DH at SemEval-2020 Task 12: Using Multi-channel BERT for Multilingual Offensive Language Detection COLING 2020