---
title: "Xiaoxiao Ma — papers of 2026 — 2 papers, the most cited first"
description: "Xiaoxiao Ma — papers of 2026: 2 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Xiaoxiao Ma — papers of 2026 — 2 papers, the most cited first

2 papers · [all years of Xiaoxiao Ma](https://md.research.elamur.ai/free/en/authors/xiaoxiao-ma/#years)

**[CLARITY: A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive NL2SQL Systems](https://md.research.elamur.ai/free/en/papers/sarwar-2026-clarity-framework-benchmark-conversational-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Tabinda Sarwar, Farhad Moghimifar, Cong Duy Vu Hoang, et al.*2026*

**[When Efficiency Meets Safety: A Benchmark Security Analysis of KV Cache Compression in Large Language Models](https://md.research.elamur.ai/free/en/papers/ma-2026-when-efficiency-meets-safety-benchmark/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiaoxiao Ma, Kuofeng Gao, Zeyi Lu, et al.*2026*