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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

YNU-HPCC at SemEval-2021 Task 5: Using a Transformer-based Model with Auxiliary Information for Toxic Span Detection SEMEVAL 2021
UIT-ISE-NLP at SemEval-2021 Task 5: Toxic Spans Detection with BiLSTM-CRF and ToxicBERT Comment Classification SEMEVAL 2021
Counts@IITK at SemEval-2021 Task 8: SciBERT Based Entity And Semantic Relation Extraction For Scientific Data SEMEVAL 2021
An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games EACL 2021
Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP EACL 2021
Emoji-Based Transfer Learning for Sentiment Tasks EACL 2021
MultiReQA: A Cross-Domain Evaluation forRetrieval Question Answering Models EACL 2021
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models EACL 2021
HerBERT: Efficiently Pretrained Transformer-based Language Model for Polish EACL 2021
GCDH@LT-EDI-EACL2021: XLM-RoBERTa for Hope Speech Detection in English, Malayalam, and Tamil EACL 2021
Leveraging Offensive Language for Sarcasm and Sentiment Detection in Arabic EACL 2021
L3CubeMahaSent: A Marathi Tweet-based Sentiment Analysis Dataset EACL 2021
Keep Learning: Self-supervised Meta-learning for Learning from Inference EACL 2021
AdapterFusion: Non-Destructive Task Composition for Transfer Learning EACL 2021
TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation EACL 2021
Multilingual and cross-lingual document classification: A meta-learning approach EACL 2021
Scientific Discourse Tagging for Evidence Extraction EACL 2021
Extremely Small BERT Models from Mixed-Vocabulary Training EACL 2021
Lifelong Knowledge-Enriched Social Event Representation Learning EACL 2021
Two Training Strategies for Improving Relation Extraction over Universal Graph EACL 2021
Towards Offensive Language Identification for Dravidian Languages EACL 2021
LA-SACo: A Study of Learning Approaches for Sentiments Analysis inCode-Mixing Texts EACL 2021
Hypers@DravidianLangTech-EACL2021: Offensive language identification in Dravidian code-mixed YouTube Comments and Posts EACL 2021
EDIOne@LT-EDI-EACL2021: Pre-trained Transformers with Convolutional Neural Networks for Hope Speech Detection. EACL 2021
TeamUNCC@LT-EDI-EACL2021: Hope Speech Detection using Transfer Learning with Transformers EACL 2021