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Transfer Learning

458 directly classified papers

Papers per year

Papers

MURAL: Multimodal, Multitask Representations Across Languages EMNLP 2021
Does Putting a Linguist in the Loop Improve NLU Data Collection? EMNLP 2021
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations EMNLP 2021
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP IJCNLP 2021
End-to-end mBERT based Seq2seq Enhanced Dependency Parser with Linguistic Typology knowledge IJCNLP 2021
A Falta de Pan, Buenas Son Tortas: The Efficacy of Predicted UPOS Tags for Low Resource UD Parsing IJCNLP 2021
The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models EACL 2021
Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data EACL 2021
A Systematic Review of Reproducibility Research in Natural Language Processing EACL 2021
Bootstrapping Relation Extractors using Syntactic Search by Examples EACL 2021
SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization ACL 2020
On the Cross-lingual Transferability of Monolingual Representations ACL 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer JMLR 2020
Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model IJCAI 2020
Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization AAAI 2020
Unsupervised Interlingual Semantic Representations from Sentence Embeddings for Zero-Shot Cross-Lingual Transfer AAAI 2020
TextNAS: A Neural Architecture Search Space Tailored for Text Representation AAAI 2020
To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks ACL 2020
TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP UAI 2020
IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding AACL 2020
Stronger Baselines for Grammatical Error Correction Using a Pretrained Encoder-Decoder Model AACL 2020
Code and Named Entity Recognition in StackOverflow ACL 2020
Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? ACL 2020
Unsupervised FAQ Retrieval with Question Generation and BERT ACL 2020
Emerging Cross-lingual Structure in Pretrained Language Models ACL 2020