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transfer learning

5449 papers

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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

UNBNLP at SemEval-2021 Task 1: Predicting lexical complexity with masked language models and character-level encoders ACL 2021
YoungSheldon at SemEval-2021 Task 5: Fine-tuning Pre-trained Language Models for Toxic Spans Detection using Token classification Objective ACL 2021
NLPIITR at SemEval-2021 Task 6: RoBERTa Model with Data Augmentation for Persuasion Techniques Detection ACL 2021
YoungSheldon at SemEval-2021 Task 7: Fine-tuning Is All You Need ACL 2021
What transfers in morphological inflection? Experiments with analogical models ACL 2021
NICT-5’s Submission To WAT 2021: MBART Pre-training And In-Domain Fine Tuning For Indic Languages ACL 2021
Entity at SemEval-2021 Task 5: Weakly Supervised Token Labelling for Toxic Spans Detection ACL 2021
1213Li at SemEval-2021 Task 6: Detection of Propaganda with Multi-modal Attention and Pre-trained Models ACL 2021
HamiltonDinggg at SemEval-2021 Task 5: Investigating Toxic Span Detection using RoBERTa Pre-training ACL 2021
THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation ACL 2021
UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions ACL 2021
LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features ACL 2021
Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring ICCV 2021
LIORI at SemEval-2021 Task 8: Ask Transformer for measurements ACL 2021
NASOA: Towards Faster Task-Oriented Online Fine-Tuning With a Zoo of Models ICCV 2021
The Role of Global Labels in Few-Shot Classification and How to Infer Them NIPS 2021
Efficient Visual Pretraining With Contrastive Detection ICCV 2021
Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? AAAI 2021
Representing the Unification of Text Featurization using a Context-Free Grammar AAAI 2021
An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract) AAAI 2021
WARP: Word-level Adversarial ReProgramming ACL 2021
Micro-Expression Recognition Enhanced by Macro-Expression from Spatial-Temporal Domain IJCAI 2021
Improved Regularization and Robustness for Fine-tuning in Neural Networks NIPS 2021
UNBERT: User-News Matching BERT for News Recommendation IJCAI 2021
Accelerating Neural Architecture Search via Proxy Data IJCAI 2021