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Search results for natural language processing domain adaptation
domain-adaptation
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natural-language-processing
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9 search results found
Gpl
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170
Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577
Awesome Neural Adaptation In Nlp
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161
Awesome Neural Adaptation in Natural Language Processing. A curated list. https://arxiv.org/abs/2006.00632
Crossnorm Selfnorm
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98
CrossNorm and SelfNorm for Generalization under Distribution Shifts, ICCV 2021
Weak Supervision For Ner
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97
Framework to learn Named Entity Recognition models without labelled data using weak supervision.
Awesome Artificial Intelligence Research
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80
A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
Transformers Domain Adaptation
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79
Adapt Transformer-based language models to new text domains
Man
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64
Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)
Hierarchical Domain Adaptation
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23
Code of NAACL 2022 "Efficient Hierarchical Domain Adaptation for Pretrained Language Models" paper.
Adaptor
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22
Adaptor will help you to adapt a language model to your own data domain, task, or custom research objective(s).
Awesome Domain Adaptation Nlp
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20
domain adaptation in NLP
Structural Correspondence Learning Scl
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19
The code base for the SCL implementation used in "Neural Structural Correspondence Learning for Domain Adaptation", CoNLL 2017 and in "Pivot Based Language Modeling for Improved Neural Domain Adaptation", NAACL 2018
Neural Scl Domain Adaptation
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The code base for the article "Neural Structural Correspondence Learning for Domain Adaptation", CoNLL 2017
Avocado
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12
AVocaDo : Strategy for Adapting Vocabulary to Downstream Domain
Useb
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12
Heterogenous, Task- and Domain-Specific Benchmark for Unsupervised Sentence Embeddings used in the TSDAE paper: https://arxiv.org/abs/2104.06979.
Pblm Domain Adaptation
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8
The code base for the article "Pivot Based Language Modeling for Improved Neural Domain Adaptation", NAACL 2018
Dvqa
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7
Unsupervised Domain Adaptation With Bert
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Unsupervised domain adaptation with BERT for Amazon food product reviews sentiment analysis.
Chapter11
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5
Chapter 11: Transfer Learning/Domain Adaptation
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