--- title: "Yixin Zhu — author profile and papers · Evaluation & benchmarks" description: "Yixin Zhu: 5 papers on Elamur Research (2021–2026), h-index 5 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/yixin-zhu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yixin-zhu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yixin Zhu # Yixin Zhu Yixin Zhu has 5 papers in our library, in 2021–2026, most of them on [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Implicature](https://md.research.elamur.ai/free/en/topics/implicature/); often with [Chi Zhang](https://md.research.elamur.ai/free/en/authors/chi-zhang/), [Manjie Xu](https://md.research.elamur.ai/free/en/authors/manjie-xu/), [Song-Chun Zhu](https://md.research.elamur.ai/free/en/authors/song-chun-zhu/). 5 papers in our library · 2021–2026 [OpenAlex](https://openalex.org/A5127788839) · [**h-index 5**](https://openalex.org/authors/A5127788839) · [8 works](https://openalex.org/works?filter=author.id:A5127788839) · [125 citations](https://openalex.org/works?filter=author.id:A5127788839&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 5 works in our library](https://md.research.elamur.ai/free/en/authors/yixin-zhu/#papers) · [🔗 Cited 152 times in our library](https://md.research.elamur.ai/free/en/authors/yixin-zhu/cited-by/) · [⭐ Paper Stars ranking: #6073](https://md.research.elamur.ai/free/en/paper-stars/page/61/#star-6073) 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=Yixin+Zhu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yixin+Zhu) · [dblp](https://dblp.org/search?q=Yixin+Zhu) · [ACL Anthology](https://aclanthology.org/search/?q=Yixin+Zhu) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 9 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 5 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 5 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Cultural Studies · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/cultural-studies/) · [Developmental and Educational Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/developmental-and-educational-psychology/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 7 Research subjects and languages the work is about.[Evaluation & benchmarks · 2 works](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [English · 1 work](https://md.research.elamur.ai/free/en/topics/english/) · [Implicature · 1 work](https://md.research.elamur.ai/free/en/topics/implicature/) · [Morphology · 1 work](https://md.research.elamur.ai/free/en/topics/morphology/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Implicature · 1 work](https://md.research.elamur.ai/free/en/concepts/implicature/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/yixin-zhu/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/yixin-zhu/year/2023/) · [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/yixin-zhu/year/2022/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/yixin-zhu/year/2021/) ## Papers The most cited first (OpenAlex and our library). 1. **[Evaluating and Inducing Personality in Pre-trained Language Models](https://md.research.elamur.ai/free/en/papers/jiang-2022-evaluating-inducing-personality-pre-trained/)** *(2022 · 168 citations)* This NeurIPS 2023 paper asks whether personality psychology can provide a principled, quantitative way to describe how large language models behave, and whether a chosen personality can be deliberately instilled in them. 2. **[GRICE: A Grammar-based Dataset for Recovering Implicature and Conversational rEasoning](https://md.research.elamur.ai/free/en/papers/zheng-2021-grice-grammar-based-dataset-recovering/)** *(2021 · 36 citations)* GRICE is a synthetic, bAbI-style dialogue dataset. In a small simulated world of agents, objects and rooms, Alice asks questions, and Bob answers with replies that carry one of five implicature types. Relevance: «Did you see the apples?» — «There is a basket in the dining room». Strengthening: «All of them are… 3. **[Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation](https://md.research.elamur.ai/free/en/papers/gu-2023-xiezhi-ever-updating-benchmark/)** *(2023 · 34 citations)* Benchmarks such as MMLU, BIG-bench and HELM quickly become too easy for modern LLMs and may leak into their training data. 4. **[Code over Words: Overcoming Semantic Inertia via Code-Grounded Reasoning](https://md.research.elamur.ai/free/en/papers/xu-2026-code-over-words-overcoming-semantic/)** *(2026)* Large language models often cannot set aside what they learned in pre-training when the context explicitly redefines how the world works. 5. **[Rational Communication Shapes Morphological Composition](https://md.research.elamur.ai/free/en/papers/yang-2026-rational-communication-shapes-morphological-composition/)** *(2026)* The paper asks why English settled on one particular morpheme combination for a new word when other combinations, built from morphemes that existed at the time, could have named the same concept. ## Co-authors here 11 co-authors with a page, the most papers together first. - [Chi Zhang](https://md.research.elamur.ai/free/en/authors/chi-zhang/) ×2 - [Manjie Xu](https://md.research.elamur.ai/free/en/authors/manjie-xu/) ×2 - [Song-Chun Zhu](https://md.research.elamur.ai/free/en/authors/song-chun-zhu/) ×2 - [Lin Zhang](https://md.research.elamur.ai/free/en/authors/lin-zhang/) - [Qianyu He](https://md.research.elamur.ai/free/en/authors/qianyu-he/) - [Rui Xu](https://md.research.elamur.ai/free/en/authors/rui-xu/) - [Sihang Jiang](https://md.research.elamur.ai/free/en/authors/sihang-jiang/) - [Wenjuan Han](https://md.research.elamur.ai/free/en/authors/wenjuan-han/) - [Zhouhong Gu](https://md.research.elamur.ai/free/en/authors/zhouhong-gu/) - [Zihan Li](https://md.research.elamur.ai/free/en/authors/zihan-li/) - [Zilong Zheng](https://md.research.elamur.ai/free/en/authors/zilong-zheng/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/), [Findings of the Association for Computational Linguistics 2021](https://md.research.elamur.ai/free/en/venues/findings/2021/) - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2022](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2022/) ## Cited by Papers of our library cite their works 152 times (of the 149,439 papers whose bibliographies we read); [46 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yixin-zhu/cited-by/). Updated 2 November 2026