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Menglin Xia

2 papers on this site · 2016–2024

current affiliationAmazon (United States), Seattle, United States

Menglin Xia has 2 papers on this site, in 2016–2024, most of them on Efficient models & compression, Grammatical error correction & learner language; often with Chin-Yew Lin, Huiqiang Jiang, Lili Qiu.

OpenAlex · h-index 3 · 6 works · 159 citations OpenAlex, 2026-10-14

2 works on this site · 189 citations in our library

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

Affiliations

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

Topics

Efficient models & compression1Grammatical error correction & learner language1

Papers

The most cited first (OpenAlex and our library).

  1. Text Readability Assessment for Second Language Learners (2016 · 222 citations)
    The paper addresses automatic readability grading for learners of English as a second language. The main obstacle is that almost all level-annotated corpora target native-speaking children, and their levels reflect native criteria. The authors build a small CEFR-graded set of reading passages from Cambridge English…
  2. LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression (2024 · 159 citations)
    Long prompts built with techniques like RAG, in-context learning or chain-of-thought increase the cost and latency of LLM inference.

Co-authors here

8 co-authors with a page, the most papers together first.

Cited by

Papers of our library cite their works 189 times (of the 140 884 papers whose bibliographies we read); 5 citing papers with a page here →.

This page in Markdown → https://md.research.elamur.ai/free/en/authors/menglin-xia/