SPTM | BestHub

58 Tech

Aug 14, 2020 · Artificial Intelligence

Using SPTM in qa_match for the 58 City AI Competition: Data Preparation, Model Training, and Prediction

This article provides a step‑by‑step guide on preparing data, pre‑training the SPTM lightweight model, fine‑tuning a text‑classification model with qa_match, and generating competition‑ready predictions for the 58 City AI Algorithm Contest, including all required shell commands and parameter explanations.

AISPTMText Classification

0 likes · 9 min read

Using SPTM in qa_match for the 58 City AI Competition: Data Preparation, Model Training, and Prediction

58 Tech

Aug 12, 2020 · Artificial Intelligence

Guide to Using SPTM (Simple Pre-trained Model) with qa_match for an AI Competition

This article provides a step‑by‑step tutorial on preparing data, pre‑training the SPTM language model, fine‑tuning a text‑classification model, generating predictions, and creating a submission file for the 58.com AI algorithm competition using the open‑source qa_match toolkit.

AINLPSPTM

0 likes · 9 min read

Guide to Using SPTM (Simple Pre-trained Model) with qa_match for an AI Competition

58 Tech

Jun 22, 2020 · Artificial Intelligence

Deep Learning Based Automatic QA Tool – qa_match Open‑Source Project Overview

The article reviews the open‑source qa_match tool from 58.com, detailing its deep‑learning based question‑answer matching architecture, hierarchical knowledge‑base support, lightweight pre‑training model SPTM, and practical applications, while summarizing the live‑stream presentation and Q&A session.

AIDSSMSPTM

0 likes · 5 min read

Deep Learning Based Automatic QA Tool – qa_match Open‑Source Project Overview