--- title: "Bin Dong — author profile and papers — Elamur Research" description: "Bin Dong: 4 papers on Elamur Research (2024–2026), h-index 2 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/bin-dong/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/bin-dong/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Bin Dong # Bin Dong Bin Dong has 4 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Text generation](https://md.research.elamur.ai/free/en/topics/text-generation/); often with [Shanshan Jiang](https://md.research.elamur.ai/free/en/authors/shanshan-jiang/), [Ben He](https://md.research.elamur.ai/free/en/authors/ben-he/), [Fangyu Lei](https://md.research.elamur.ai/free/en/authors/fangyu-lei/). 4 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5126971026) · [**h-index 2**](https://openalex.org/authors/A5126971026) · [3 works](https://openalex.org/works?filter=author.id:A5126971026) · [55 citations](https://openalex.org/works?filter=author.id:A5126971026&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/bin-dong/#papers) · [🔗 Cited 66 times in our library](https://md.research.elamur.ai/free/en/authors/bin-dong/cited-by/) · [⭐ Paper Stars ranking: #6540](https://md.research.elamur.ai/free/en/paper-stars/page/66/#star-6540) 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=Bin+Dong) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Bin+Dong) · [dblp](https://dblp.org/search?q=Bin+Dong) · [ACL Anthology](https://aclanthology.org/search/?q=Bin+Dong) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 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/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) 🧭 Topics 5 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Text generation · 1 work](https://md.research.elamur.ai/free/en/topics/text-generation/) · [Code & programming languages · 1 work](https://md.research.elamur.ai/free/en/topics/code-and-programming/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Inverted index · 1 work](https://md.research.elamur.ai/free/en/concepts/inverted-index/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/bin-dong/year/2026/) · [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/bin-dong/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[ChatGPT Is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models](https://md.research.elamur.ai/free/en/papers/bian-2024-chatgpt-is-knowledgeable-but-inexperienced/)** *(2024 · 106 citations)* Large language models often struggle with commonsense, but it is unclear where the weakness lies: missing knowledge, or failure to apply it. 2. **[A Semantic Search Engine for Mathlib4](https://md.research.elamur.ai/free/en/papers/gao-2024-semantic-search-engine-mathlib4/)** *(2024 · 14 citations)* Finding a needed theorem in mathlib4, the Lean 4 mathematical library, is hard for anyone who doesn't know its naming conventions. 3. **[SRCB at SemEval-2026 Task 5 A Multi-Target Finetuning Framework for Large Language Models with Joint Regression and Text Generation](https://md.research.elamur.ai/free/en/papers/zhang-2026-srcb-semeval-2026-task-5/)** *(2026 · 1 citation)* The paper describes the first-ranked system for SemEval-2026 Task 5. In this task, models do not pick one correct sense of a homonym. They instead predict how plausible humans find a given sense in a short story, on a 1–5 scale. Evaluation uses Spearman correlation together with an accuracy measure that counts a… 4. **[GATE: Graph-based Adaptive Tool Evolution Across Diverse Tasks](https://md.research.elamur.ai/free/en/papers/luo-2026-gate-graph-based-adaptive-tool/)** *(2026)* LLM-based tool-making systems tend to accumulate bloated, repetitive tool libraries and are usually tied to a single task type, such as Minecraft or code generation. ## Co-authors here 12 of 16 co-authors with a page, the most papers together first. - [Shanshan Jiang](https://md.research.elamur.ai/free/en/authors/shanshan-jiang/) ×3 - [Ben He](https://md.research.elamur.ai/free/en/authors/ben-he/) - [Fangyu Lei](https://md.research.elamur.ai/free/en/authors/fangyu-lei/) - [Guoxiong Gao](https://md.research.elamur.ai/free/en/authors/guoxiong-gao/) - [Haocheng Ju](https://md.research.elamur.ai/free/en/authors/haocheng-ju/) - [Hongyu Li](https://md.research.elamur.ai/free/en/authors/hongyu-li/) - [Hongyu Lin](https://md.research.elamur.ai/free/en/authors/hongyu-lin/) - [Jianwen Luo](https://md.research.elamur.ai/free/en/authors/jianwen-luo/) - [Jiedong Jiang](https://md.research.elamur.ai/free/en/authors/jiedong-jiang/) - [Jun Zhao](https://md.research.elamur.ai/free/en/authors/jun-zhao/) - [Kang Liu](https://md.research.elamur.ai/free/en/authors/kang-liu/) - [Le Sun](https://md.research.elamur.ai/free/en/authors/le-sun/) ## 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 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2024](https://md.research.elamur.ai/free/en/venues/findings/2024/) - [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/): [LREC 2024](https://md.research.elamur.ai/free/en/venues/lrec/2024/) - [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/): [SemEval 2026](https://md.research.elamur.ai/free/en/venues/semeval/2026/) ## Cited by Papers of our library cite their works 66 times (of the 149,439 papers whose bibliographies we read); [10 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/bin-dong/cited-by/). Updated 1 November 2026