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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

Aligning Generative Language Models with Human Values NAACL 2022
Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning AAAI 2022
Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning COLING 2022
NLP-CIC-WFU at SocialDisNER: Disease Mention Extraction in Spanish Tweets Using Transfer Learning and Search by Propagation COLING 2022
Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning NAACL 2022
Transfer Learning for Color Constancy via Statistic Perspective AAAI 2022
Can Semantic Labels Assist Self-Supervised Visual Representation Learning? AAAI 2022
The Only Chance to Understand: Machine Translation of the Severely Endangered Low-resource Languages of Eurasia COLING 2022
YNU-HPCC at SemEval-2022 Task 8: Transformer-based Ensemble Model for Multilingual News Article Similarity NAACL 2022
ASRtrans at SemEval-2022 Task 5: Transformer-based Models for Meme Classification NAACL 2022
Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican COLING 2022
Domain Curricula for Code-Switched MT at MixMT 2022 EMNLP 2022
Language Adapters for Large-Scale MT: The GMU System for the WMT 2022 Large-Scale Machine Translation Evaluation for African Languages Shared Task EMNLP 2022
BJTU-WeChat’s Systems for the WMT22 Chat Translation Task EMNLP 2022
Detecting Dissonant Stance in Social Media: The Role of Topic Exposure EMNLP 2022
Food for Thought: How can we exploit contextual embeddings in the translation of idiomatic expressions? EMNLP 2022
Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5 EMNLP 2022
Class Incremental Learning for Intent Classification with Limited or No Old Data EMNLP 2022
Validity Assessment of Legal Will Statements as Natural Language Inference EMNLP 2022
Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization EMNLP 2022
Enhancing Automatic Readability Assessment with Pre-training and Soft Labels for Ordinal Regression EMNLP 2022
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking EMNLP 2022
Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation AAAI 2022
Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022
An Automated Mood Diary for Older User’s using Ambient Assisted Living Recorded Speech INTERSPEECH 2022