--- title: "Jie Lou — author profile and papers — Elamur Research" description: "Jie Lou, Xiaohongshu (Little Red Book): 3 papers on Elamur Research (2024–2026), h-index 0 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/jie-lou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jie-lou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jie Lou # Jie Lou Jie Lou has 3 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Hongyu Lin](https://md.research.elamur.ai/free/en/authors/hongyu-lin/), [Le Sun](https://md.research.elamur.ai/free/en/authors/le-sun/), [Xianpei Han](https://md.research.elamur.ai/free/en/authors/xianpei-han/). 3 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5136314982) · [**h-index 0**](https://openalex.org/authors/A5136314982) · [1 works](https://openalex.org/works?filter=author.id:A5136314982) · [0 citations](https://openalex.org/works?filter=author.id:A5136314982&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/jie-lou/#papers) · [🔗 Cited 17 times in our library](https://md.research.elamur.ai/free/en/authors/jie-lou/cited-by/) · [⭐ Paper Stars ranking: #11216](https://md.research.elamur.ai/free/en/paper-stars/page/113/#star-11216) 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=Jie+Lou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jie+Lou) · [dblp](https://dblp.org/search?q=Jie+Lou) · [ACL Anthology](https://aclanthology.org/search/?q=Jie+Lou) ## Affiliations [🏢**Xiaohongshu (Little Red Book)** Shanghai · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/xiaohongshu-little-red-book/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 2 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](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/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/jie-lou/year/2026/) · [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/jie-lou/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree?](https://md.research.elamur.ai/free/en/papers/wen-2024-rethinking-reward-model-evaluation-barking/)** *(2024 · 9 citations)* Reward models (RMs) are usually judged by pairwise accuracy on human-labelled preference data, but it is unclear whether higher accuracy actually produces a better policy after RLHF. 2. **[Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering](https://md.research.elamur.ai/free/en/papers/guan-2024-search-verify-feedback-towards-next/)** *(2024 · 9 citations)* Foundation models such as LLMs are now so capable that improving them further through large-scale human annotation is becoming expensive and less effective. 3. **[MemSearcher: Iterative Memory Integration for Search Agent via End-to-End Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/yuan-2026-memsearcher-iterative-memory-integration-search/)** *(2026)* Search agents built on LLMs usually follow the ReAct pattern. Every thought, tool call and retrieved passage is appended to the prompt, so context grows with each turn. The inputs fill up with irrelevant retrieved text, and compute and GPU memory costs rise. MemSearcher replaces this ever-growing history: at each… ## Co-authors here 12 of 14 co-authors with a page, the most papers together first. - [Hongyu Lin](https://md.research.elamur.ai/free/en/authors/hongyu-lin/) ×3 - [Le Sun](https://md.research.elamur.ai/free/en/authors/le-sun/) ×3 - [Xianpei Han](https://md.research.elamur.ai/free/en/authors/xianpei-han/) ×3 - [Yaojie Lu](https://md.research.elamur.ai/free/en/authors/yaojie-lu/) ×3 - [Ben He](https://md.research.elamur.ai/free/en/authors/ben-he/) ×2 - [Debing Zhang](https://md.research.elamur.ai/free/en/authors/debing-zhang/) ×2 - [Xinyu Lu](https://md.research.elamur.ai/free/en/authors/xinyu-lu/) ×2 - [Bowen Yu](https://md.research.elamur.ai/free/en/authors/bowen-yu/) - [Boxi Cao](https://md.research.elamur.ai/free/en/authors/boxi-cao/) - [Jiawei Chen](https://md.research.elamur.ai/free/en/authors/jiawei-chen/) - [Qianhao Yuan](https://md.research.elamur.ai/free/en/authors/qianhao-yuan/) - [Xinyan Guan](https://md.research.elamur.ai/free/en/authors/xinyan-guan/) ## 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/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 17 times (of the 149,439 papers whose bibliographies we read); [8 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jie-lou/cited-by/). Updated 3 November 2026