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Data Augmentation
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22 Documents (Short List) 
Improving Search Ranking with Few-Shot Prompting of LLMs | Vespa Blog
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2023-07-07 About
Domain Adaptation with Generative Pseudo-Labeling (GPL) | Pinecone
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2023-04-09 About
[2205.11498] Domain Adaptation for Memory-Efficient Dense Retrieval
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2022-09-26 About
[1807.00745] Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data
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2022-07-18 About
Domain transfer with GGPL: German Generative Pseudo Labeling 🥨 | by Matthias Richter | Jun, 2022 | ML6team
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2022-06-02 About
Nils Reimers sur Twitter : "GPL goes multi-lingual..."
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2022-06-01 About
Ramsri Goutham Golla sur Twitter : "Hi @Nils_Reimers For GPL you used "msmarco-distilbert-base-tas-b" model and ..."
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2022-04-27 About
Domain Adaptation — Sentence-Transformers documentation
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2022-03-31 About
NAVER LABS Europe : "@Nils_Reimers of @huggingface on 'Unsupervised domain adaptation for neural search'"
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2022-03-09 About
[2004.11892] Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering
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2022-02-11 About
Making the Most of Data: Augmentation with BERT | Pinecone
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2021-12-18 About
Advance BERT model via transferring knowledge from Cross-Encoders to Bi-Encoders | by Chien Vu | Towards Data Science
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2021-12-17 About
[2112.07577] GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval
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2021-12-15 About
[1909.06356] Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering
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2021-12-08 About
ZhangShiyue/QGforQA
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2021-12-08 About
awslabs/unsupervised-qa: Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering
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2021-12-08 About
[1906.04980] Unsupervised Question Answering by Cloze Translation
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2021-12-08 About
facebookresearch/UnsupervisedQA: Unsupervised Question answering via Cloze Translation
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2021-12-07 About
[2108.13854] Contrastive Domain Adaptation for Question Answering using Limited Text Corpora
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2021-11-19 About
Peter Bloem sur Twitter : "Clever idea. When you use augmentation, why throw away the information of which instances are augmentations of each other?" / Twitter
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2021-10-20 About
[2104.14690] Entailment as Few-Shot Learner
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2021-05-03 About
Sam Shleifer sur Twitter : "ULMFit from @fastai + Data Augmentation with backtranslation can get 80+% validation accuracy using only 50 training examples on #NLP IMDB sentiment classification!
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2019-03-26 About
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