--- title: "Shengping Liu — author profile and papers · Reasoning" description: "Shengping Liu, China National Nuclear Corporation: 2 papers on Elamur Research (2023–2026), h-index 15 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/shengping-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shengping-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Shengping Liu # Shengping Liu Shengping Liu has 2 papers in our library, in 2023–2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/); often with [Bin Li](https://md.research.elamur.ai/free/en/authors/bin-li/), [Fei Xia](https://md.research.elamur.ai/free/en/authors/fei-xia/), [Jian Yu](https://md.research.elamur.ai/free/en/authors/jian-yu/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5101461640) · [ORCID](https://orcid.org/0000-0002-0603-9972) · [**h-index 15**](https://openalex.org/authors/A5101461640) · [80 works](https://openalex.org/works?filter=author.id:A5101461640) · [1,197 citations](https://openalex.org/works?filter=author.id:A5101461640&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/shengping-liu/#papers) · [🔗 Cited 197 times in our library](https://md.research.elamur.ai/free/en/authors/shengping-liu/cited-by/) · [⭐ Paper Stars ranking: #5512](https://md.research.elamur.ai/free/en/paper-stars/page/56/#star-5512) 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=Shengping+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Shengping+Liu) · [dblp](https://dblp.org/search?q=Shengping+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Shengping+Liu) ## Affiliations [🎓**Chongqing University of Technology** Chongqing · China 2005–2026 · 30 papers*current*](https://ror.org/04vgbd477) · [🏛️**China National Nuclear Corporation** Beijing · China 2025–2026 · 2 papers*current*](https://ror.org/01d5ymp84) · [🏢**IBM Research** Beijing · China 2006–2009 · 5 papers](https://md.research.elamur.ai/free/en/companies/ibm-research/) · [🎓**Guizhou University** Guiyang · China 2025 · 4 papers](https://ror.org/02wmsc916) · [🏥**Third Xiangya Hospital** Changsha · China 2012–2022 · 3 papers](https://ror.org/05akvb491) · [🎓**Sun Yat-sen University** Guangzhou · China 2009 · 3 papers](https://md.research.elamur.ai/free/en/universities/sun-yat-sen-university/) · [🎓**Northwestern Polytechnical University** Xi'an · China 2022–2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/northwestern-polytechnical-university/) · [🎓**Central South University** Changsha · China 2012–2020 · 2 papers](https://md.research.elamur.ai/free/en/universities/central-south-university/) · [🎓**Lanzhou University** Lanzhou · China 2011 · 2 papers](https://md.research.elamur.ai/free/en/universities/lanzhou-university/) · [🎓**Peking University** Beijing · China 1992–2003 · 2 papers](https://md.research.elamur.ai/free/en/universities/peking-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 2 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/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Experimental and Cognitive Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/experimental-and-cognitive-psychology/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) 🧭 Topics 3 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/shengping-liu/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/shengping-liu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Large Language Models are Better Reasoners with Self-Verification](https://md.research.elamur.ai/free/en/papers/weng-2023-large-language-models-are-better/)** *(2023 · 304 citations)* Chain-of-thought (CoT) prompting helps large language models reason through multi-step problems. One wrong step, though, can carry through the chain and spoil the final answer. Earlier fixes trained a separate verifier model, which needs human labels and fine-tuning and gives scores that are hard to interpret. The… 2. **[Beyond Modality Collapse: Taming Guided Modality Entropy for Omni-modal Emotion Reasoning](https://md.research.elamur.ai/free/en/papers/zhao-2026-beyond-modality-collapse-taming-guided/)** *(2026)* Omni-modal LLMs that process video, audio and text often handle emotion inference poorly. The authors trace this to "modality collapse": the model leans heavily on one channel, usually vision, and ignores acoustic and verbal evidence. They address it in two ways. ## Co-authors here 12 co-authors with a page, the most papers together first. - [Bin Li](https://md.research.elamur.ai/free/en/authors/bin-li/) - [Fei Xia](https://md.research.elamur.ai/free/en/authors/fei-xia/) - [Jian Yu](https://md.research.elamur.ai/free/en/authors/jian-yu/) - [Jitao Sang](https://md.research.elamur.ai/free/en/authors/jitao-sang/) - [Jun Zhao](https://md.research.elamur.ai/free/en/authors/jun-zhao/) - [Kang Liu](https://md.research.elamur.ai/free/en/authors/kang-liu/) - [Minjun Zhu](https://md.research.elamur.ai/free/en/authors/minjun-zhu/) - [Rui Hu](https://md.research.elamur.ai/free/en/authors/rui-hu/) - [Shizhu He](https://md.research.elamur.ai/free/en/authors/shizhu-he/) - [Yining Wang](https://md.research.elamur.ai/free/en/authors/yining-wang/) - [Yixuan Weng](https://md.research.elamur.ai/free/en/authors/yixuan-weng/) - [Yuxiang Zhang](https://md.research.elamur.ai/free/en/authors/yuxiang-zhang/) ## 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 2023](https://md.research.elamur.ai/free/en/venues/findings/2023/) ## Cited by Papers of our library cite their works 197 times (of the 149,439 papers whose bibliographies we read); [63 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/shengping-liu/cited-by/). Updated 2 November 2026