--- title: "Yang Deng · Shanghai University — author profile and papers" description: "Yang Deng, Shanghai University: 2 papers on Elamur Research (2021–2023), h-index 21 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/yang-deng/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yang-deng/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yang Deng # Yang Deng Yang Deng has 2 papers in our library, in 2021–2023, most of them on [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/), [Text generation](https://md.research.elamur.ai/free/en/topics/text-generation/); often with [Hongru Wang](https://md.research.elamur.ai/free/en/authors/hongru-wang/), [Liang Chen](https://md.research.elamur.ai/free/en/authors/liang-chen/), [Lidong Bing](https://md.research.elamur.ai/free/en/authors/lidong-bing/). 2 papers in our library · 2021–2023 [OpenAlex](https://openalex.org/A5050035602) · [ORCID](https://orcid.org/0000-0002-8122-5943) · [Wikidata](https://www.wikidata.org/wiki/Q130799501) · [**h-index 21**](https://openalex.org/authors/A5050035602) · [85 works](https://openalex.org/works?filter=author.id:A5050035602) · [2,331 citations](https://openalex.org/works?filter=author.id:A5050035602&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/yang-deng/#papers) · [🔗 Cited 254 times in our library](https://md.research.elamur.ai/free/en/authors/yang-deng/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3542](https://md.research.elamur.ai/free/en/paper-stars/page/36/#star-3542) 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=Yang+Deng) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yang+Deng) · [dblp](https://dblp.org/search?q=Yang+Deng) · [ACL Anthology](https://aclanthology.org/search/?q=Yang+Deng) ## Affiliations [🎓**Singapore Management University** Singapore · Singapore 2024–2026 · 14 papers*current*](https://md.research.elamur.ai/free/en/universities/singapore-management-university/) · [🎓**Shanghai University** Shanghai · China 2024–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/shanghai-university/) · [🎓**Chinese University of Hong Kong** Hong Kong · China 2018–2024 · 30 papers](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/) · [🎓**National University of Singapore** Singapore · Singapore 2023–2024 · 12 papers](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🎓**Peking University** Beijing · China 2017–2020 · 11 papers](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**Hong Kong Polytechnic University** Hong Kong · China 2021–2024 · 3 papers](https://md.research.elamur.ai/free/en/universities/hong-kong-polytechnic-university/) · [🔬**Peng Cheng Laboratory** Shenzhen · China 2018–2019 · 2 papers](https://md.research.elamur.ai/free/en/labs/peng-cheng-laboratory/) · [🎓**University of New Mexico** Albuquerque · United States 2013 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-new-mexico/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 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 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 5 Research subjects and languages the work is about.[Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Text generation · 1 work](https://md.research.elamur.ai/free/en/topics/text-generation/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [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 [**2023** 1 paper Yang Deng's papers of 2023](https://md.research.elamur.ai/free/en/papers/deng-2023-prompting-evaluating-large-language-models/) · [**2021** 1 paper Yang Deng's papers of 2021](https://md.research.elamur.ai/free/en/papers/zhang-2021-aspect-sentiment-quad-prediction-as/) ## Papers The most cited first (OpenAlex and our library). 1. **[Aspect Sentiment Quad Prediction as Paraphrase Generation](https://md.research.elamur.ai/free/en/papers/zhang-2021-aspect-sentiment-quad-prediction-as/)** *(2021 · 325 citations)* Aspect-based sentiment analysis (ABSA) is built around four elements: the category an aspect falls under, the term naming the aspect itself, the words expressing an opinion about it, and the polarity of the sentiment conveyed. 2. **[Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration](https://md.research.elamur.ai/free/en/papers/deng-2023-prompting-evaluating-large-language-models/)** *(2023 · 128 citations)* Chat assistants built on large language models, such as ChatGPT, respond fluently but mostly react to the user. They rarely ask for clarification when a request is ambiguous, and they seldom steer or resist a conversation. Deng et al. test whether such systems can handle proactive dialogue in three settings: ## All works 6 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Aspect Sentiment Quad Prediction as Paraphrase Generation](https://md.research.elamur.ai/free/en/papers/zhang-2021-aspect-sentiment-quad-prediction-as/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Wenxuan Zhang, Yang Deng, Xin Li, et al.*2021 · 325 citations* 2. **[Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration](https://md.research.elamur.ai/free/en/papers/deng-2023-prompting-evaluating-large-language-models/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yang Deng, Lizi Liao, Liang Chen, et al.*2023 · 128 citations* 3. **[Hello Again! LLM-powered Personalized Agent for Long-term Dialogue ↗](https://aclanthology.org/2025.naacl-long.272/) Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yet**Hao Li et al.*2025 · 54 citations* 4. **[FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models ↗](https://aclanthology.org/2025.acl-long.17/) Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Hongzhan Lin et al.*2025 · 15 citations* 5. **[AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender ↗](https://aclanthology.org/2025.emnlp-main.1248/) Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yet**Weixiang Zhao et al.*2025 · 10 citations* 6. **[Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs ↗](https://aclanthology.org/2025.acl-long.544/) Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Weixiang Zhao et al.*2025 · 9 citations* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Hongru Wang](https://md.research.elamur.ai/free/en/authors/hongru-wang/) - [Liang Chen](https://md.research.elamur.ai/free/en/authors/liang-chen/) - [Lidong Bing](https://md.research.elamur.ai/free/en/authors/lidong-bing/) - [Tat-Seng Chua](https://md.research.elamur.ai/free/en/authors/tat-seng-chua/) - [Wai Lam](https://md.research.elamur.ai/free/en/authors/wai-lam/) - [Wenqiang Lei](https://md.research.elamur.ai/free/en/authors/wenqiang-lei/) - [Wenxuan Zhang](https://md.research.elamur.ai/free/en/authors/wenxuan-zhang/) - [Xin Li](https://md.research.elamur.ai/free/en/authors/xin-li/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/) ×2: [EMNLP 2021](https://md.research.elamur.ai/free/en/venues/emnlp/2021/) - Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ×2 - [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/) - Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) ## Cited by Papers of our library cite their works 254 times (of the 141,840 papers whose bibliographies we read); [5 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yang-deng/cited-by/). Updated 24 October 2026