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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

Importance-Aware Learning for Neural Headline Editing AAAI 2020
LT3 at SemEval-2020 Task 7: Comparing Feature-Based and Transformer-Based Approaches to Detect Funny Headlines SEMEVAL 2020
Zero Shot Learning with the Isoperimetric Loss AAAI 2020
SINAI at SemEval-2020 Task 12: Offensive Language Identification Exploring Transfer Learning Models SEMEVAL 2020
Domain Conditioned Adaptation Network AAAI 2020
FusionDN: A Unified Densely Connected Network for Image Fusion AAAI 2020
FAN-Face: a Simple Orthogonal Improvement to Deep Face Recognition AAAI 2020
Multilingual Neural Machine Translation COLING 2020
UoB at SemEval-2020 Task 12: Boosting BERT with Corpus Level Information COLING 2020
Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-TaskLearning for Offensive Language Detection COLING 2020
FBK-DH at SemEval-2020 Task 12: Using Multi-channel BERT for Multilingual Offensive Language Detection SEMEVAL 2020
exBERT: Extending Pre-trained Models with Domain-specific Vocabulary Under Constrained Training Resources EMNLP 2020
Using Transfer-based Language Models to Detect Hateful and Offensive Language Online EMNLP 2020
NIT-Agartala-NLP-Team at SemEval-2020 Task 8: Building Multimodal Classifiers to Tackle Internet Humor SEMEVAL 2020
The NiuTrans System for the WMT20 Quality Estimation Shared Task EMNLP 2020
Auxiliary Task Reweighting for Minimum-data Learning NIPS 2020
Contact Relatedness can help improve multilingual NMT: Microsoft STCI-MT @ WMT20 EMNLP 2020
GruPaTo at SemEval-2020 Task 12: Retraining mBERT on Social Media and Fine-tuned Offensive Language Models SEMEVAL 2020
TinyTL: Reduce Memory, Not Parameters for Efficient On-Device Learning NIPS 2020
PRHLT-UPV at SemEval-2020 Task 12: BERT for Multilingual Offensive Language Detection SEMEVAL 2020
SWAGex at SemEval-2020 Task 4: Commonsense Explanation as Next Event Prediction COLING 2020
Self-Supervised Graph Transformer on Large-Scale Molecular Data NIPS 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
Grammatical Error Correction Using Pseudo Learner Corpus Considering Learner’s Error Tendency ACL 2020