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The Top 18 Natural Language Processing Domain Adaptation Open Source Projects

Open source projects categorized as Natural Language Processing Domain Adaptation
Categories > Machine Learning > Domain Adaptation
Categories > Machine Learning > Natural Language Processing
Gpl ⭐ 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
total releases 14most recent commit 2 years ago
Awesome Neural Adaptation In Nlp ⭐ 161
Awesome Neural Adaptation in Natural Language Processing. A curated list. https://arxiv.org/abs/2006.00632
most recent commit 3 years ago
Crossnorm Selfnorm ⭐ 98
CrossNorm and SelfNorm for Generalization under Distribution Shifts, ICCV 2021
most recent commit 3 years ago
Weak Supervision For Ner ⭐ 97
Framework to learn Named Entity Recognition models without labelled data using weak supervision.
most recent commit 3 years ago
Awesome Artificial Intelligence Research ⭐ 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.
most recent commit a year ago
Transformers Domain Adaptation ⭐ 79
Adapt Transformer-based language models to new text domains
total releases 6most recent commit 9 months ago
Man ⭐ 64
Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)
most recent commit 5 years ago
Hierarchical Domain Adaptation ⭐ 23
Code of NAACL 2022 "Efficient Hierarchical Domain Adaptation for Pretrained Language Models" paper.
most recent commit 7 months ago
Adaptor ⭐ 22
Adaptor will help you to adapt a language model to your own data domain, task, or custom research objective(s).
total releases 10most recent commit 4 months ago
Awesome Domain Adaptation Nlp ⭐ 20
domain adaptation in NLP
most recent commit 3 years ago
Structural Correspondence Learning Scl ⭐ 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
most recent commit 6 years ago
Neural Scl Domain Adaptation ⭐ 13
The code base for the article "Neural Structural Correspondence Learning for Domain Adaptation", CoNLL 2017
most recent commit 6 years ago
Avocado ⭐ 12
AVocaDo : Strategy for Adapting Vocabulary to Downstream Domain
most recent commit 2 years ago
Useb ⭐ 12
Heterogenous, Task- and Domain-Specific Benchmark for Unsupervised Sentence Embeddings used in the TSDAE paper: https://arxiv.org/abs/2104.06979.
most recent commit 2 years ago
Pblm Domain Adaptation ⭐ 8
The code base for the article "Pivot Based Language Modeling for Improved Neural Domain Adaptation", NAACL 2018
most recent commit 5 years ago
Dvqa ⭐ 7
most recent commit 5 years ago
Unsupervised Domain Adaptation With Bert ⭐ 6
Unsupervised domain adaptation with BERT for Amazon food product reviews sentiment analysis.
most recent commit 4 years ago
Chapter11 ⭐ 5
Chapter 11: Transfer Learning/Domain Adaptation
most recent commit 5 years ago
The 3 Latest Releases In Natural Language Processing Domain Adaptation Open Source Projects
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