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Minghua Ma

15 papers hereh-index 221.9k citations41 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author13

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cs.SE9
  • cs.LG3
  • cs.AI2
  • cs.DC1
same name
  • Minghua Ma — 9 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedUniParser: A Unified Log Parser for Heterogeneous Log Data

124 citations · 169 across the 15 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2024

Enhanced Fine-Tuning of Lightweight Domain-Specific Q&A Model Based on Large Language Models

Shenglin Zhang, Pengtian Zhu, Minghua Ma +8

Large language models (LLMs) excel at general question-answering (Q&A) but often fall short in specialized domains due to a lack of domain-specific knowledge. Commercial companies…

cs.AI2023★ 1 cited

OpsEval: A Comprehensive IT Operations Benchmark Suite for Large Language Models

Yuhe Liu, Changhua Pei, Longlong Xu +13

Information Technology (IT) Operations (Ops), particularly Artificial Intelligence for IT Operations (AIOps), is the guarantee for maintaining the orderly and stable operation of e…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.