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Chenghua Lin

5 papers hereh-index 380 citations8 works total

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

author position
  • middle author2
  • last author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • physics.soc-ph1
same name
  • Chenghua Lin — 40 papers, h 17
  • Chenghua Lin — 31 papers, h 25
  • Chenghua Lin — 19 papers, h 8
  • Chenghua Lin — 9 papers, h 4
  • Chenghua Lin — 9 papers, h 4
  • Chenghua Lin — 8 papers, h 3

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
20242026
most citedOverview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing cs.CLShow all

3 papers · 1 filter

cs.CL2026

Evaluating LLM-Based Grant Proposal Review via Structured Perturbations

William Thorne, Joseph James, Yang Wang +2

As AI-assisted grant proposals outpace manual review capacity in a kind of ``Malthusian trap'' for the research ecosystem, this paper investigates the capabilities and limitations…

cs.CL2025

Leveraging Large Language Models for Zero-shot Lay Summarisation in Biomedicine and Beyond

Tomas Goldsack, Carolina Scarton, Chenghua Lin

In this work, we explore the application of Large Language Models to zero-shot Lay Summarisation. We propose a novel two-stage framework for Lay Summarisation based on real-life pr…

cs.CL2024★ 1 cited

Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles

Tomas Goldsack, Carolina Scarton, Matthew Shardlow +1

This paper presents the setup and results of the second edition of the BioLaySumm shared task on the Lay Summarisation of Biomedical Research Articles, hosted at the BioNLP Worksho…

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