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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

What Does BERT Learn about the Structure of Language?

open access: yesAnnual Meeting of the Association for Computational Linguistics, 2019
BERT is a recent language representation model that has surprisingly performed well in diverse language understanding benchmarks. This result indicates the possibility that BERT networks capture structural information about language.
Ganesh Jawahar   +2 more
semanticscholar   +1 more source

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

How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings [PDF]

open access: yesConference on Empirical Methods in Natural Language Processing, 2019
Replacing static word embeddings with contextualized word representations has yielded significant improvements on many NLP tasks. However, just how contextual are the contextualized representations produced by models such as ELMo and BERT?
Kawin Ethayarajh
semanticscholar   +1 more source

Automatic construction accident report analysis using large language models (LLMs)

open access: yesJournal of Intelligent Construction
Construction site safety is a paramount concern, given the high rate of accidents and fatalities in the sector. This study introduces a novel approach to analyzing construction accident reports by employing advanced large language models (LLMs ...
Ehsan Ahmadi, Shashank Muley, Chao Wang
doaj   +1 more source

Analysis of Indonesian Language Dataset for Tax Court Cases: Multiclass Classification of Court Verdicts

open access: yesJurnal Riset Informatika, 2023
Tax is an obligation that arises due to the existence of laws, creating a duty for citizens to contribute a certain portion of their income to the state. The Tax Court serves as a judicial authority for taxpayers seeking justice in tax disputes, handling
Ade Putera Kemala, Hafizh Ash Shiddiqi
doaj   +1 more source

K-BERT: Enabling Language Representation with Knowledge Graph [PDF]

open access: yesAAAI Conference on Artificial Intelligence, 2019
Pre-trained language representation models, such as BERT, capture a general language representation from large-scale corpora, but lack domain-specific knowledge. When reading a domain text, experts make inferences with relevant knowledge. For machines to
Weijie Liu   +6 more
semanticscholar   +1 more source

Abstractive and Extractive Approaches for Summarizing Multi-document Travel Reviews

open access: yesJurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2023
Travel reviews offer insights into users' experiences at places they have visited, including hotels, restaurants, and tourist attractions. Reviews are a type of multidocument, where one place has several reviews from different users.
Narandha Arya Ranggianto   +3 more
doaj   +1 more source

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