---
title: "Menglin Xia — author profile and papers"
description: "Menglin Xia, Amazon (United States): 2 papers on Elamur Research (2016–2024), h-index 3 — affiliations, topics, co-authors and who cites them in our…"
canonical: "https://research.elamur.ai/free/en/authors/menglin-xia/"
---
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# Menglin Xia

2 papers on this site · 2016–2024

current affiliation [Amazon (United States)](https://md.research.elamur.ai/free/en/companies/amazon/), Seattle, United States

Menglin Xia has 2 papers on this site, in 2016–2024, most of them on [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/), [Grammatical error correction & learner language](https://md.research.elamur.ai/free/en/topics/grammatical-error-correction/); often with [Chin-Yew Lin](https://md.research.elamur.ai/free/en/authors/chin-yew-lin/), [Huiqiang Jiang](https://md.research.elamur.ai/free/en/authors/huiqiang-jiang/), [Lili Qiu](https://md.research.elamur.ai/free/en/authors/lili-qiu/).

[OpenAlex](https://openalex.org/A5072909824) · [**h-index 3**](https://openalex.org/authors/A5072909824) · [6 works](https://openalex.org/works?filter=author.id:A5072909824) · [159 citations](https://openalex.org/works?filter=author.id:A5072909824&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[2 works on this site](https://md.research.elamur.ai/free/en/authors/menglin-xia/#papers) · [189 citations in our library](https://md.research.elamur.ai/free/en/authors/menglin-xia/cited-by/)

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

Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Menglin+Xia) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Menglin+Xia) · [dblp](https://dblp.org/search?q=Menglin+Xia) · [ACL Anthology](https://aclanthology.org/search/?q=Menglin+Xia)

## Affiliations

- [Amazon (United States)](https://md.research.elamur.ai/free/en/companies/amazon/) · Seattle, United States —current · 2019–2021 on 5 papers

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 & compression 1](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Grammatical error correction & learner language 1](https://md.research.elamur.ai/free/en/topics/grammatical-error-correction/)

## Works by year

### 2020s

[**2024** 1 paper](https://md.research.elamur.ai/free/en/papers/pan-2024-llmlingua-2-data-distillation-efficient/)

### 2010s

[**2016** 1 paper](https://md.research.elamur.ai/free/en/papers/xia-2016-text-readability-assessment-second-language/)

## Papers

The most cited first (OpenAlex and our library).

1. **[Text Readability Assessment for Second Language Learners](https://md.research.elamur.ai/free/en/papers/xia-2016-text-readability-assessment-second-language/)** *(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](https://md.research.elamur.ai/free/en/papers/pan-2024-llmlingua-2-data-distillation-efficient/)** *(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.

- [Chin-Yew Lin](https://md.research.elamur.ai/free/en/authors/chin-yew-lin/)
- [Huiqiang Jiang](https://md.research.elamur.ai/free/en/authors/huiqiang-jiang/)
- [Lili Qiu](https://md.research.elamur.ai/free/en/authors/lili-qiu/)
- [Qianhui Wu](https://md.research.elamur.ai/free/en/authors/qianhui-wu/)
- [Qingwei Lin](https://md.research.elamur.ai/free/en/authors/qingwei-lin/)
- [Ted Briscoe](https://md.research.elamur.ai/free/en/authors/ted-briscoe/)
- [Xufang Luo](https://md.research.elamur.ai/free/en/authors/xufang-luo/)
- [Yuqing Yang](https://md.research.elamur.ai/free/en/authors/yuqing-yang/)

## 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 →](https://md.research.elamur.ai/free/en/authors/menglin-xia/cited-by/).