--- title: "Wenda Xu · Qingdao University — author profile and papers" description: "Wenda Xu, Qingdao University: 3 papers on Elamur Research (2023–2024), h-index 13 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/wenda-xu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/wenda-xu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Wenda Xu # Wenda Xu Wenda Xu has 3 papers in our library, in 2023–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Text generation](https://md.research.elamur.ai/free/en/topics/text-generation/); often with [Liangming Pan](https://md.research.elamur.ai/free/en/authors/liangming-pan/), [Lei Li](https://md.research.elamur.ai/free/en/authors/lei-li/), [William Wang](https://md.research.elamur.ai/free/en/authors/william-wang/). 3 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5100527540) · [ORCID](https://orcid.org/0009-0001-0703-0929) · [**h-index 13**](https://openalex.org/authors/A5100527540) · [52 works](https://openalex.org/works?filter=author.id:A5100527540) · [703 citations](https://openalex.org/works?filter=author.id:A5100527540&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/wenda-xu/#papers) · [🔗 Cited 205 times in our library](https://md.research.elamur.ai/free/en/authors/wenda-xu/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3985](https://md.research.elamur.ai/free/en/paper-stars/page/40/#star-3985) 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=Wenda+Xu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Wenda+Xu) · [dblp](https://dblp.org/search?q=Wenda+Xu) · [ACL Anthology](https://aclanthology.org/search/?q=Wenda+Xu) ## Affiliations [🏥**General Hospital of Shenyang Military Region** Shenyang · China 2013–2025 · 7 papers*current*](https://ror.org/0340t0585) · [🎓**Harbin Institute of Technology** Harbin · China 2022–2025 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🏥**Affiliated Hospital of Qingdao University** Qingdao · China 2025 · 2 papers*current*](https://ror.org/026e9yy16) · [🔬**State Key Laboratory of Robotics and Systems** Harbin · China 2023–2025 · 2 papers*current*](https://ror.org/015m77g16) · [🏥**First Affiliated Hospital of Bengbu Medical College** Bengbu · China 2025 · 1 paper*current*](https://ror.org/04v043n92) · [🎓**Jilin University** Changchun · China 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/jilin-university/) · [🎓**Qingdao University** Qingdao · China 2025 · 1 paper*current*](https://ror.org/021cj6z65) · [🎓**University of California, Santa Barbara** Santa Barbara · United States 2022–2024 · 10 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-barbara/) · [🎓**Air Force Medical University** Xi'an · China 2011–2014 · 3 papers](https://ror.org/00ms48f15) · [🎓**Carnegie Mellon University** Pittsburgh · United States 2023–2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 13 more institutions on single bylines are not listed. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Text generation · 1 work](https://md.research.elamur.ai/free/en/topics/text-generation/) ## Works by year ### 2020s [**2024** 2 papers Wenda Xu's papers of 2024](https://md.research.elamur.ai/free/en/authors/wenda-xu/year/2024/) · [**2023** 1 paper INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback](https://md.research.elamur.ai/free/en/papers/xu-2023-instructscore-explainable-text-generation-evaluation/) ## Papers The most cited first (OpenAlex and our library). 1. **[Automatically Correcting Large Language Models: Surveying the Landscape of Diverse Automated Correction Strategies](https://md.research.elamur.ai/free/en/papers/pan-2024-automatically-correcting-large-language-models/)** *(2024 · 140 citations)* Large language models still make characteristic mistakes. They invent facts, reach conclusions that do not follow from their own reasoning, and sometimes produce toxic or biased text. Fixing these flaws with human feedback (e.g., RLHF) is expensive and cannot happen in real time. This TACL survey therefore focuses on… 2. **[INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback](https://md.research.elamur.ai/free/en/papers/xu-2023-instructscore-explainable-text-generation-evaluation/)** *(2023 · 122 citations)* Learned metrics for generated text, such as COMET, BLEURT and BERTScore, track human judgement fairly well. 3. **[Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement](https://md.research.elamur.ai/free/en/papers/xu-2024-pride-prejudice-llm-amplifies-self/)** *(2024 · 86 citations)* Letting an LLM critique and revise its own output helps on some tasks but hurts on others. The authors attribute this inconsistency to self-bias: models rate their own generations more generously than an independent judge would. They formalise self-bias with two statistics. The first is the average gap between the… ## All works 5 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[Automatically Correcting Large Language Models: Surveying the Landscape of Diverse Automated Correction Strategies](https://md.research.elamur.ai/free/en/papers/pan-2024-automatically-correcting-large-language-models/)**Liangming Pan, Michael Saxon, Wenda Xu, et al.*[Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/) · 140 citations* 2. **[INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback](https://md.research.elamur.ai/free/en/papers/xu-2023-instructscore-explainable-text-generation-evaluation/)**Wenda Xu, Danqing Wang, Liangming Pan, et al.*[Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/) · 122 citations* 3. **[Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement](https://md.research.elamur.ai/free/en/papers/xu-2024-pride-prejudice-llm-amplifies-self/)**Wenda Xu, Guanglei Zhu, Xuandong Zhao, et al.*[Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) · 86 citations* 4. **[Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer](https://arxiv.org/abs/2110.02950) · original ↗ · no summary yet · arXiv:2110.02950**Wenda Xu et al.*2021 · 11 citations* 5. **[PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers](https://aclanthology.org/2023.eacl-main.223/) · original ↗ · no summary yet · Proceedings of the 17th Conference of the European Chapter of the Association…**Michael Saxon et al.*2023 · 9 citations* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Liangming Pan](https://md.research.elamur.ai/free/en/authors/liangming-pan/) ×3 - [Lei Li](https://md.research.elamur.ai/free/en/authors/lei-li/) ×2 - [William Wang](https://md.research.elamur.ai/free/en/authors/william-wang/) ×2 - [Danqing Wang](https://md.research.elamur.ai/free/en/authors/danqing-wang/) - [Deepak Nathani](https://md.research.elamur.ai/free/en/authors/deepak-nathani/) - [Markus Freitag](https://md.research.elamur.ai/free/en/authors/markus-freitag/) - [William Yang Wang](https://md.research.elamur.ai/free/en/authors/william-yang-wang/) - [Xinyi Wang](https://md.research.elamur.ai/free/en/authors/xinyi-wang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2023](https://md.research.elamur.ai/free/en/venues/emnlp/2023/) - [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/): [Transactions of the Association for Computational Linguistics (TACL) 2024](https://md.research.elamur.ai/free/en/venues/tacl/2024/) - Proceedings of the 17th Conference of the European Chapter… ## Cited by Papers of our library cite their works 205 times (of the 141,840 papers whose bibliographies we read); [21 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/wenda-xu/cited-by/). Updated 24 October 2026