Results 51 to 60 of about 178,621 (298)

Micron-BERT: BERT-Based Facial Micro-Expression Recognition

open access: yes2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Micro-expression recognition is one of the most challenging topics in affective computing. It aims to recognize tiny facial movements difficult for humans to perceive in a brief period, i.e., 0.25 to 0.5 seconds. Recent advances in pre-training deep Bidirectional Transformers (BERT) have significantly improved self-supervised learning tasks in computer
Xuan-Bac Nguyen   +5 more
openaire   +3 more sources

MaterialBERT for natural language processing of materials science texts

open access: yesScience and Technology of Advanced Materials: Methods, 2022
A BERT (Bidirectional Encoder Representations from Transformers) model, which we named “MaterialBERT”, has been generated using scientific papers in wide area of material science as a corpus.
Michiko Yoshitake   +3 more
doaj   +1 more source

Sentiment Analysis of Twitter's Opinion on The Russia and Ukraine War Using Bert

open access: yesJurnal Riset Informatika, 2022
News about the war that took place between Russia and Ukraine can not be denied affecting various aspects of life in the world. This affects the writings of every citizen of the world on various social media platforms, one of which is Twitter.
Muhammad Fahmi Julianto   +2 more
doaj   +1 more source

Chatbot basado en una versión ligera del modelo BERT para resolver inquietudes relacionadas con matrículas y homologaciones en la Universidad Nacional de Loja

open access: yesCedamaz, 2022
En este artículo se presenta el desarrollo de un chatbot utilizando como red neuronal una versión ligera del modelo BERT denominado DistilBERT, que ayude a estudiantes o profesionales a solventar inquietudes con respecto a matrículas y homologaciones ...
Leonardo Paredes, Roberth Figueroa-Diaz
doaj   +1 more source

Creating Biographical Networks from Chinese and English Wikipedia

open access: yesJournal of Historical Network Research, 2021
With the rise of digital humanities, historians are exploring how to intellectually engage with textual sources given the computational tools available today.
Baptiste Blouin   +2 more
doaj   +1 more source

Research on a geological entity relation extraction model for gold mine based on BERT

open access: yesDizhi lixue xuebao, 2021
Intelligent identification of entity relation is an important method and approach to improve literature mining and analysis, and knowledge extraction of gold mine. This study focuses on the core issues affecting current entity relation extraction of gold
HUANG Xusheng   +5 more
doaj   +1 more source

An Interpretability Illusion for BERT

open access: yesCoRR, 2021
We describe an "interpretability illusion" that arises when analyzing the BERT model. Activations of individual neurons in the network may spuriously appear to encode a single, simple concept, when in fact they are encoding something far more complex. The same effect holds for linear combinations of activations.
Tolga Bolukbasi   +6 more
openaire   +2 more sources

Using Machine Learning to Uncover the Semantics of Concepts: How Well Do Typicality Measures Extracted from a BERT Text Classifier Match Human Judgments of Genre Typicality?

open access: yesSociological Science, 2023
Social scientists have long been interested in understanding the extent to which the typicalities of an object in concepts relate to its valuations by social actors.
Gaël Le Mens   +3 more
doaj   +1 more source

The geometry of BERT

open access: yesCoRR
28 pages, 13 ...
Matteo Bonino   +2 more
openaire   +2 more sources

Transient Chaos in BERT

open access: yesCoRR, 2021
Language is an outcome of our complex and dynamic human-interactions and the technique of natural language processing (NLP) is hence built on human linguistic activities. Bidirectional Encoder Representations from Transformers (BERT) has recently gained its popularity by establishing the state-of-the-art scores in several NLP benchmarks.
Katsuma Inoue   +3 more
openaire   +2 more sources

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