--- title: "Sheng-Chieh Lin — author profile and papers in our library" description: "Sheng-Chieh Lin: 2 papers on Elamur Research (2021–2023) — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/sheng-chieh-lin/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/sheng-chieh-lin/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Sheng-Chieh Lin # Sheng-Chieh Lin Sheng-Chieh Lin has 2 papers in our library, in 2021–2023, most of them on [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Jimmy Lin](https://md.research.elamur.ai/free/en/authors/jimmy-lin/), [Akari Asai](https://md.research.elamur.ai/free/en/authors/akari-asai/), [Barlas Oguz](https://md.research.elamur.ai/free/en/authors/barlas-oguz/). 2 papers in our library · 2021–2023 No OpenAlex profile matched yet. [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/sheng-chieh-lin/#papers) · [🔗 Cited 200 times in our library](https://md.research.elamur.ai/free/en/authors/sheng-chieh-lin/cited-by/) · [⭐ Paper Stars ranking: #3232](https://md.research.elamur.ai/free/en/paper-stars/page/33/#star-3232) 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=Sheng-Chieh+Lin) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Sheng-Chieh+Lin) · [dblp](https://dblp.org/search?q=Sheng-Chieh+Lin) · [ACL Anthology](https://aclanthology.org/search/?q=Sheng-Chieh+Lin) ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [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/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 1 Research subjects and languages the work is about.[Information retrieval & search · 2 works](https://md.research.elamur.ai/free/en/topics/information-retrieval/) ## Works by year ### 2020s [**2023** 1 paper How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval](https://md.research.elamur.ai/free/en/papers/lin-2023-how-train-your-dragon-diverse/) · [**2021** 1 paper Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling](https://md.research.elamur.ai/free/en/papers/hofstatter-2021-efficiently-teaching-effective-dense-retriever/) ## Papers The most cited first (OpenAlex and our library). 1. **[Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling](https://md.research.elamur.ai/free/en/papers/hofstatter-2021-efficiently-teaching-effective-dense-retriever/)** *(2021 · 426 citations)* Dense retrievers such as the dual-encoder BERT DOT give fast first-stage search. Recent methods for training them cost a lot of compute: ANCE keeps refreshing a negative-sampling index, and RocketQA needs very large batches. Hofstätter et al. ask whether a strong dense retriever can be trained on modest hardware… 2. **[How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval](https://md.research.elamur.ai/free/en/papers/lin-2023-how-train-your-dragon-diverse/)** *(2023 · 115 citations)* Dense retrievers (DR) of BERT-base size have usually forced a choice: models tuned for in-domain supervised retrieval on MS MARCO tend to transfer poorly to new domains, and the reverse also holds. ## Co-authors here 7 co-authors with a page, the most papers together first. - [Jimmy Lin](https://md.research.elamur.ai/free/en/authors/jimmy-lin/) ×2 - [Akari Asai](https://md.research.elamur.ai/free/en/authors/akari-asai/) - [Barlas Oguz](https://md.research.elamur.ai/free/en/authors/barlas-oguz/) - [Sebastian Hofstatter](https://md.research.elamur.ai/free/en/authors/sebastian-hofstatter/) - [Wen-tau Yih](https://md.research.elamur.ai/free/en/authors/wen-tau-yih/) - [Xilun Chen](https://md.research.elamur.ai/free/en/authors/xilun-chen/) - [Yashar Mehdad](https://md.research.elamur.ai/free/en/authors/yashar-mehdad/) ## 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 2023](https://md.research.elamur.ai/free/en/venues/findings/2023/) - [International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/): [SIGIR 2021](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2021/) ## Cited by Papers of our library cite their works 200 times (of the 141,840 papers whose bibliographies we read); [18 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/sheng-chieh-lin/cited-by/). Updated 24 October 2026