Mingyang Li

A Deep Context-wise Method for Coreference Detection in Natural Language Requirements

2020

Requirements are usually written by different stakeholders with diverse backgrounds and skills and evolve continuously. Therefore inconsistency caused by specialized jargons and different domains, is inevitable. In particular, entity coreference in Requirement Engineering (RE) is …

Learning to extract transaction function from requirements: an industrial case on financial software

2020

In practice, it is very important to determine the size of a proposed software system yet to be built based on its requirements, i.e., early in the development life cycle. The most widely used approach …

Research on Office Automation System Based on Computer Big Data

2023

In this paper, three open-source frameworks Struts, Spring and Hibernate are reasonably integrated together to build a general J2EE office automation system with the advantages of short development cycle, low development cost, loose coupling, easy …

Graph-Augmented Retrieval with Memory-Driven Reasoning and Constraint-Aware Filtering for MultiHop QA

2025

Addressing multi-hop reasoning of complex query effectively is a challenging task in information retrieval field. It demands the ability to retrieve and integrate dispersed knowledge across multiple documents dynamically while maintaining coherence in multi-step reasoning …