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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

Cross-Lingual QA as a Stepping Stone for Monolingual Open QA in Icelandic NAACL 2022
TUG-CIC at SemEval-2021 Task 6: Two-stage Fine-tuning for Intended Sarcasm Detection NAACL 2022
KDDIE at SemEval-2022 Task 11: Using DeBERTa for Named Entity Recognition NAACL 2022
SFE-AI at SemEval-2022 Task 11: Low-Resource Named Entity Recognition using Large Pre-trained Language Models NAACL 2022
MaChAmp at SemEval-2022 Tasks 2, 3, 4, 6, 10, 11, and 12: Multi-task Multi-lingual Learning for a Pre-selected Set of Semantic Datasets NAACL 2022
Zhegu@SMM4H-2022: The Pre-training Tweet & Claim Matching Makes Your Prediction Better COLING 2022
Can Attention-based Transformers Explain or Interpret Cyberbullying Detection? COLING 2022
Annotating Targets of Toxic Language at the Span Level COLING 2022
Detection of Negative Campaign in Israeli Municipal Elections COLING 2022
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models ACL 2022
An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects NIPS 2022
Free speech or Free Hate Speech? Analyzing the Proliferation of Hate Speech in Parler NAACL 2022
The University of Edinburgh’s Submission to the WMT22 Code-Mixing Shared Task (MixMT) EMNLP 2022
ANVITA-African: A Multilingual Neural Machine Translation System for African Languages EMNLP 2022
Teaching Unseen Low-resource Languages to Large Translation Models EMNLP 2022
Exploring the Benefits and Limitations of Multilinguality for Non-autoregressive Machine Translation EMNLP 2022
Ahmed and Khalil at NADI 2022: Transfer Learning and Addressing Class Imbalance for Arabic Dialect Identification and Sentiment Analysis EMNLP 2022
A Weak Supervised Transfer Learning Approach for Sentiment Analysis to the Kuwaiti Dialect EMNLP 2022
Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features EMNLP 2022
Automatic Patient Note Assessment without Strong Supervision EMNLP 2022
Assessing the Limits of Straightforward Models for Nested Named Entity Recognition in Spanish Clinical Narratives EMNLP 2022
Most NLG is Low-Resource: here’s what we can do about it EMNLP 2022
Analyzing Multi-Task Learning for Abstractive Text Summarization EMNLP 2022
DCU-ML at the FinNLP-2022 ERAI Task: Investigating the Transferability of Sentiment Analysis Data for Evaluating Rationales of Investors EMNLP 2022
An Exploration of Linguistically-Driven and Transfer Learning Methods for Euphemism Detection EMNLP 2022