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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

RoBERT – A Romanian BERT Model COLING 2020
LIMIT-BERT : Linguistics Informed Multi-Task BERT EMNLP 2020
Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules? EMNLP 2020
Ferryman as SemEval-2020 Task 5: Optimized BERT for Detecting Counterfactuals COLING 2020
MULTISEM at SemEval-2020 Task 3: Fine-tuning BERT for Lexical Meaning COLING 2020
Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey COLING 2020
Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encoders ACL 2020
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation ACL 2020
Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods ACL 2020
Learning Spoken Language Representations with Neural Lattice Language Modeling ACL 2020
Code and Named Entity Recognition in StackOverflow ACL 2020
HW-TSC’s Participation at WMT 2020 Automatic Post Editing Shared Task EMNLP 2020
Siva at WNUT-2020 Task 2: Fine-tuning Transformer Neural Networks for Identification of Informative Covid-19 Tweets EMNLP 2020
BANANA at WNUT-2020 Task 2: Identifying COVID-19 Information on Twitter by Combining Deep Learning and Transfer Learning Models EMNLP 2020
NIT_COVID-19 at WNUT-2020 Task 2: Deep Learning Model RoBERTa for Identify Informative COVID-19 English Tweets EMNLP 2020
Strength from Weakness: Fast Learning Using Weak Supervision ICML 2020
AMEX-AI-LABS: Investigating Transfer Learning for Title Detection in Table of Contents Generation COLING 2020
WESSA at SemEval-2020 Task 9: Code-Mixed Sentiment Analysis Using Transformers COLING 2020
SpotFake+: A Multimodal Framework for Fake News Detection via Transfer Learning (Student Abstract) AAAI 2020
Rethinking the Route Towards Weakly Supervised Object Localization CVPR 2020
Local Context Normalization: Revisiting Local Normalization CVPR 2020
Curriculum Learning for Natural Language Understanding ACL 2020
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog ACL 2020
Sequential Transfer in Reinforcement Learning with a Generative Model ICML 2020
SATNet: Symmetric Adversarial Transfer Network Based on Two-Level Alignment Strategy towards Cross-Domain Sentiment Classification (Student Abstract) AAAI 2020