all AI news
Polarity and Subjectivity Detection with Multitask Learning and BERT Embedding. (arXiv:2201.05363v1 [cs.CL])
Jan. 17, 2022, 2:10 a.m. | Ranjan Satapathy, Shweta Pardeshi, Erik Cambria
cs.CL updates on arXiv.org arxiv.org
Multitask learning often helps improve the performance of related tasks as
these often have inter-dependence on each other and perform better when solved
in a joint framework. In this paper, we present a deep multitask learning
framework that jointly performs polarity and subjective detection. We propose
an attention-based multitask model for predicting polarity and subjectivity.
The input sentences are transformed into vectors using pre-trained BERT and
Glove embeddings, and the results depict that BERT embedding based model works
better than …
More from arxiv.org / cs.CL updates on arXiv.org
Jobs in AI, ML, Big Data
Senior ML Researcher - 3D Geometry Processing | 3D Shape Generation | 3D Mesh Data
@ Promaton | Europe
Data Scientist
@ Motive | India - Remote
Senior Perception Engineer
@ NVIDIA | US, CA, Santa Clara
Business Data Analyst, Finance and Treasury Data Repositories, Senior Associate
@ State Street | Krakow, Poland
Junior AI Engineer (Internship)
@ Sony | SEU - Italy - Roma
Manager, Data Science 3
@ PayPal | USA - Pennsylvania - Virtual