--- title: "Yi Chang · Jilin University — author profile and papers" description: "Yi Chang, Jilin University: 4 papers on Elamur Research (2007–2025), h-index 46 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/yi-chang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yi-chang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yi Chang # Yi Chang Yi Chang has 4 papers in our library, in 2007–2025, most of them on [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information extraction](https://md.research.elamur.ai/free/en/topics/information-extraction/); often with [Chenwei Zhang](https://md.research.elamur.ai/free/en/authors/chenwei-zhang/), [Hao Chen](https://md.research.elamur.ai/free/en/authors/hao-chen/), [Jianlin Su](https://md.research.elamur.ai/free/en/authors/jianlin-su/). 4 papers in our library · 2007–2025 [OpenAlex](https://openalex.org/A5029392006) · [ORCID](https://orcid.org/0000-0003-2697-8093) · [Wikidata](https://www.wikidata.org/wiki/Q130800483) · [**h-index 46**](https://openalex.org/authors/A5029392006) · [322 works](https://openalex.org/works?filter=author.id:A5029392006) · [12,440 citations](https://openalex.org/works?filter=author.id:A5029392006&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/yi-chang/#papers) · [🔗 Cited 902 times in our library](https://md.research.elamur.ai/free/en/authors/yi-chang/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #2112](https://md.research.elamur.ai/free/en/paper-stars/page/22/#star-2112) 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=Yi+Chang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yi+Chang) · [dblp](https://dblp.org/search?q=Yi+Chang) · [ACL Anthology](https://aclanthology.org/search/?q=Yi+Chang) ## Affiliations [🎓**Jilin University** Changchun · China 2016–2026 · 133 papers*current*](https://md.research.elamur.ai/free/en/universities/jilin-university/) · [🏢**Yahoo** Sunnyvale · United States 2008–2025 · 99 papers](https://md.research.elamur.ai/free/en/companies/yahoo/) · [🔬**Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University** Changchun Shi · China 2020–2023 · 7 papers](https://md.research.elamur.ai/free/en/labs/key-laboratory-of-symbolic-computation-and-knowledge-engineering-of-ministry-of/) · [🏛️**Ministry of Education of the People's Republic of China** Beijing · China 2023–2025 · 6 papers](https://ror.org/01mv9t934) · [🏢**Huawei Technologies** Shenzhen · China 2017–2018 · 5 papers](https://md.research.elamur.ai/free/en/companies/huawei-technologies/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 2006–2011 · 5 papers](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**Huazhong University of Science and Technology** Wuhan · China 2023 · 3 papers](https://md.research.elamur.ai/free/en/universities/huazhong-university-of-science-and-technology/) · [🎓**Anhui University** Hefei · China 2022–2023 · 2 papers](https://ror.org/05th6yx34) · [🏛️**Chinese Academy of Sciences** Beijing · China 2005–2022 · 2 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🏢**Yahoo** London · United Kingdom 2009–2014 · 2 papers](https://ror.org/038p3gq39) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 14 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 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [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/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 5 Research subjects and languages the work is about.[Information extraction · 1 work](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Machine translation · 1 work](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Semitic languages · 1 work](https://md.research.elamur.ai/free/en/topics/semitic-languages/) ## Works by year ### 2020s [**2025** 1 paper Yi Chang's papers of 2025](https://md.research.elamur.ai/free/en/papers/zhang-2025-survey-graph-retrieval-augmented-generation/) · [**2020** 1 paper Yi Chang's papers of 2020](https://md.research.elamur.ai/free/en/papers/wei-2020-novel-cascade-binary-tagging-framework/) ### 2010s [**2018** 1 paper Yi Chang's papers of 2018](https://md.research.elamur.ai/free/en/papers/xia-2018-zero-shot-user-intent-detection/) ### 2000s [**2007** 1 paper Yi Chang's papers of 2007](https://md.research.elamur.ai/free/en/papers/chang-2007-enhancing-image-based-arabic-document/) ## Papers The most cited first (OpenAlex and our library). 1. **[A Novel Cascade Binary Tagging Framework for Relational Triple Extraction](https://md.research.elamur.ai/free/en/papers/wei-2020-novel-cascade-binary-tagging-framework/)** *(2020 · 735 citations)* Relational triple extraction turns sentences into (subject, relation, object) facts for knowledge graph construction. 2. **[Zero-shot User Intent Detection via Capsule Neural Networks](https://md.research.elamur.ai/free/en/papers/xia-2018-zero-shot-user-intent-detection/)** *(2018 · 262 citations)* Voice assistants keep gaining new skills, so intent classifiers often meet user intents with no annotated utterances yet. 3. **[A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2025-survey-graph-retrieval-augmented-generation/)** *(2025 · 64 citations)* General-purpose LLMs often fall short in specialized fields. Their domain knowledge is shallow, they struggle with long chains of rule-bound reasoning, and they misread terms whose meaning depends on context. Fine-tuning on domain data can introduce hallucinations and catastrophic forgetting. Classic RAG avoids… 4. **[Enhancing image-based Arabic document translation using noisy channel correction model](https://md.research.elamur.ai/free/en/papers/chang-2007-enhancing-image-based-arabic-document/)** *(2007 · 1 citation)* The paper addresses a weakness of camera-based translation of Arabic documents. Text is detected in a photo, read by commercial OCR and then passed to statistical MT. Recognition mistakes flow downstream and multiply into translation mistakes. In the authors' setup, perfect recognition gives BLEU 43.12, but a word… ## All works 7 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them. 1. **[A Novel Cascade Binary Tagging Framework for Relational Triple Extraction](https://md.research.elamur.ai/free/en/papers/wei-2020-novel-cascade-binary-tagging-framework/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhepei Wei, Jianlin Su, Yue Wang, et al.*2020 · 735 citations* 2. **[Zero-shot User Intent Detection via Capsule Neural Networks](https://md.research.elamur.ai/free/en/papers/xia-2018-zero-shot-user-intent-detection/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Congying Xia, Chenwei Zhang, Xiaohui Yan, et al.*2018 · 262 citations* 3. [**A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models arXiv:2501.13958**Qinggang Zhang, Shengyuan Chen, Yuanchen Bei, et al.*2025 · 64 citations*](https://md.research.elamur.ai/free/en/papers/zhang-2025-survey-graph-retrieval-augmented-generation/) 4. **[Abstract Meaning Representation for Paraphrase Detection ↗](https://aclanthology.org/N18-1041/) Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yet**Fuad Issa et al.*2018 · 55 citations* 5. **[DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning ↗](https://arxiv.org/abs/2402.17453) arXiv:2402.17453 · no summary yet**Siyuan Guo et al.*2024 · 49 citations* 6. **[Enhancing image-based Arabic document translation using noisy channel correction model](https://md.research.elamur.ai/free/en/papers/chang-2007-enhancing-image-based-arabic-document/) [Machine Translation Summit (MT Summit)](https://md.research.elamur.ai/free/en/venues/mtsummit/)**Yi Chang, Ying Zhang, Stephan Vogel, et al.*2007 · 1 citation* 7. **[A Survey of Retentive Network ↗](https://aclanthology.org/2026.findings-acl.256/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Haiqi Yang et al.*2026* ## Co-authors here 10 co-authors with a page, the most papers together first. - [Chenwei Zhang](https://md.research.elamur.ai/free/en/authors/chenwei-zhang/) - [Hao Chen](https://md.research.elamur.ai/free/en/authors/hao-chen/) - [Jianlin Su](https://md.research.elamur.ai/free/en/authors/jianlin-su/) - [Jie Yang](https://md.research.elamur.ai/free/en/authors/jie-yang/) - [Philip S. Yu](https://md.research.elamur.ai/free/en/authors/philip-s-yu/) - [Stephan Vogel](https://md.research.elamur.ai/free/en/authors/stephan-vogel/) - [Ying Zhang](https://md.research.elamur.ai/free/en/authors/ying-zhang/) - [Yuan Tian](https://md.research.elamur.ai/free/en/authors/yuan-tian/) - [Yue Wang](https://md.research.elamur.ai/free/en/authors/yue-wang/) - [Zheng Yuan](https://md.research.elamur.ai/free/en/authors/zheng-yuan/) ## 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 2020](https://md.research.elamur.ai/free/en/venues/acl/2020/) - [ACM Transactions on Intelligent Systems and Technology](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-intelligent-systems-and-technology/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2018](https://md.research.elamur.ai/free/en/venues/emnlp/2018/) - [Machine Translation Summit (MT Summit)](https://md.research.elamur.ai/free/en/venues/mtsummit/): [Machine Translation Summit (MT Summit) 2007](https://md.research.elamur.ai/free/en/venues/mtsummit/2007/) - Findings of the Association for Computational Linguistics: ACL 2026 - Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) ## Cited by Papers of our library cite their works 902 times (of the 141,840 papers whose bibliographies we read); [63 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yi-chang/cited-by/). Updated 24 October 2026