Ying Xin
Ying Xin has 3 papers in our library, in 2022–2025, most of them on Evaluation & benchmarks, Machine translation, Reasoning; often with Bingcheng Dong, Bowen Zhang, Christian Federmann.
OpenAlex · ORCID · Wikidata · h-index 43 · 321 works · 8,030 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 104 times in our library · ⭐ Paper Stars ranking: #6425
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 1 workApplied Mathematics · 1 workMathematics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Evaluation & benchmarks · 2 worksMachine translation · 1 workReasoning · 1 work
Works by year
2020s
Papers
- NTREX-128 – News Test References for MT Evaluation of 128 Languages (2022 · 104 citations)
Evaluating massively multilingual MT models requires test data, but building test sets for over a hundred languages is expensive, so only a few such benchmarks exist (TICO-19, FLORES-101, FLORES-200). - MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark (2025 · 21 citations)
Popular multiple-choice benchmarks such as MMLU are public, and LLM training corpora are huge. As a result, models may have already seen the test items, which makes their scores unreliable. The authors show this directly: given only an MMLU question, some models reproduce the original answer options word for word.… - rStar2-Agent: Agentic Reasoning Technical Report (2025 · 6 citations)
Long chain-of-thought reasoning helps LLMs on hard math, but models that rely only on internal self-checking often miss subtle mistakes.
Co-authors here
- Bingcheng Dong
- Bowen Zhang
- Christian Federmann
- Furu Wei
- Lei Cui
- Li Lyna Zhang
- Ning Shang
- Shaoguang Mao
- Tengchao Lv
- Tom Kocmi
- Xin Zhang
- Xinyu Guan
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- Workshop on Scaling Up Multilingual Evaluation: Workshop on Scaling Up Multilingual Evaluation 2022
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/ying-xin/