Few-Shot NER with Dual-Tower BERT Model

Few-Shot NER with Dual-Tower BERT Model

Delivering NLP technical insights to you every day! Author | SinGaln Source | PaperWeekly This is an article from ACL 2022. The overall idea is to use a dual-tower BERT model to encode text tokens and their corresponding labels separately based on meta-learning, and then perform classification on the output obtained from the dot product … Read more

A Comprehensive Overview of Named Entity Recognition (NER)

A Comprehensive Overview of Named Entity Recognition (NER)

MLNLP(Machine Learning Algorithms and Natural Language Processing) is one of the largest natural language processing communities in China and abroad, gathering over 500,000 subscribers, with an audience that includes NLP graduate students, university professors, and researchers from enterprises. The vision of the community is to promote communication and progress among the academic and industrial circles … Read more

ACL2022 | Dual Tower BERT Model with Label Semantics

ACL2022 | Dual Tower BERT Model with Label Semantics

Delivering NLP technology insights to you every day! Source: Alchemy Notes Author: SinGaln This is a paper from ACL 2022. The overall idea is to use a dual tower BERT model based on meta-learning to encode text tokens and their corresponding labels separately, and then perform a classification task using the output obtained from their … Read more

Application of Prompt in NER Scenarios

Application of Prompt in NER Scenarios

MLNLP ( Machine Learning Algorithms and Natural Language Processing ) community is a well-known natural language processing community both domestically and internationally, covering NLP graduate students, university teachers, and researchers in enterprises. The vision of the community is to promote communication between the academic and industrial sectors of natural language processing and machine learning, as … Read more

Effective Use of Tools: A Compilation of Practical AI Design Tools!

Effective Use of Tools: A Compilation of Practical AI Design Tools!

Today, I will share several practical design tools with you. As the saying goes, using the right tools can achieve twice the result with half the effort! When creating a portfolio, one should also be adept at utilizing tools~ Additionally, I have recently gathered some design resources, including cultural and creative product materials, light luxury … Read more