--- title: "Mengting Hu — author profile and papers · Dialogue systems" description: "Mengting Hu, Army Medical University: 3 papers on Elamur Research (2024–2026), h-index 15 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/mengting-hu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mengting-hu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mengting Hu # Mengting Hu Mengting Hu has 3 papers in our library, in 2024–2026, most of them on [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/); often with [Bo Tang](https://md.research.elamur.ai/free/en/authors/bo-tang/), [Bosi Wen](https://md.research.elamur.ai/free/en/authors/bosi-wen/), [Feiyu Xiong](https://md.research.elamur.ai/free/en/authors/feiyu-xiong/). 3 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5048141765) · [ORCID](https://orcid.org/0000-0003-1536-5400) · [Wikidata](https://www.wikidata.org/wiki/Q130801877) · [**h-index 15**](https://openalex.org/authors/A5048141765) · [82 works](https://openalex.org/works?filter=author.id:A5048141765) · [697 citations](https://openalex.org/works?filter=author.id:A5048141765&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/mengting-hu/#papers) · [🔗 Cited 121 times in our library](https://md.research.elamur.ai/free/en/authors/mengting-hu/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8717](https://md.research.elamur.ai/free/en/paper-stars/page/88/#star-8717) 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=Mengting+Hu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mengting+Hu) · [dblp](https://dblp.org/search?q=Mengting+Hu) · [ACL Anthology](https://aclanthology.org/search/?q=Mengting+Hu) ## Affiliations [🎓**Nankai University** Tianjin · China 2017–2026 · 51 papersEmployment since 2021 · Assitant Professor, College of Software*current*](https://md.research.elamur.ai/free/en/universities/nankai-university/) · [🎓**Chinese Academy of Medical Sciences & Peking Union Medical College** Beijing · China 2022–2026 · 3 papers*current*](https://ror.org/02drdmm93) · [🏥**Peking Union Medical College Hospital** Beijing · China 2023–2026 · 2 papers*current*](https://ror.org/04jztag35) · [🎓**Army Medical University** Chongqing · China 2026 · 1 paper*current*](https://ror.org/05w21nn13) · [🏥**Southwest Hospital** Chongqing · China 2026 · 1 paper*current*](https://ror.org/02jn36537) · [🏥**First Affiliated Hospital of Dalian Medical University** Dalian · China 2023–2024 · 7 papers](https://ror.org/055w74b96) · [🎓**Dalian Medical University** Dalian · China 2023–2024 · 5 papers](https://ror.org/04c8eg608) · [🎓**Southeast University** Nanjing · China 2023–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/southeast-university-cn/) · [🎓**Foshan University** Foshan · China 2024 · 2 papers](https://ror.org/02xvvvp28) 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 12 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Developmental and Educational Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/developmental-and-educational-psychology/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Physics and Astronomy · 1 work](https://md.research.elamur.ai/free/en/shelves/physics-and-astronomy/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) · [Statistical and Nonlinear Physics · 1 work](https://md.research.elamur.ai/free/en/shelves/physics-and-astronomy/statistical-and-nonlinear-physics/) 🧭 Topics 1 Research subjects and languages the work is about.[Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/mengting-hu/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/mengting-hu/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[ToMBench: Benchmarking Theory of Mind in Large Language Models](https://md.research.elamur.ai/free/en/papers/chen-2024-tombench-benchmarking-theory-mind-large/)** *(2024 · 62 citations)* Whether large language models possess a theory of mind (ToM) is disputed. Earlier tests gave conflicting results, covered only narrow aspects such as beliefs or emotions, relied on costly manual scoring of open answers, and often reused classic psychology materials that LLMs may have seen during training. ToMBench… 2. **[Inside Out: Evolving User-Centric Core Memory Trees for Long-Term Personalized Dialogue Systems](https://md.research.elamur.ai/free/en/papers/zhao-2026-inside-out-evolving-user-centric/)** *(2026)* Personalized dialogue agents that talk with a user over a long period run into a conflict between an ever-growing history and a fixed context window. 3. **[TRUST: Towards Robust Social Bot Detection via Uncertainty-Guided Pseudo-Labeling and Graph Structure Purification](https://md.research.elamur.ai/free/en/papers/xu-2026-trust-robust-social-bot-detection/)** *(2026)* Graph-based social bot detectors usually assume homophily, meaning that linked users tend to share a label. ## All works 5 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis ↗](https://aclanthology.org/D19-1467/) Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yet**Mengting Hu et al.*2019 · 115 citations* 2. **[Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation ↗](https://aclanthology.org/2022.emnlp-main.538/) Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yet**Mengting Hu et al.*2022 · 85 citations* 3. **[ToMBench: Benchmarking Theory of Mind in Large Language Models](https://md.research.elamur.ai/free/en/papers/chen-2024-tombench-benchmarking-theory-mind-large/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhuang Chen, Jincenzi Wu, Jinfeng Zhou, et al.*2024 · 62 citations* 4. **[Inside Out: Evolving User-Centric Core Memory Trees for Long-Term Personalized Dialogue Systems](https://md.research.elamur.ai/free/en/papers/zhao-2026-inside-out-evolving-user-centric/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jihao Zhao, Ding Chen, Zhaoxin Fan, et al.*2026* 5. **[TRUST: Towards Robust Social Bot Detection via Uncertainty-Guided Pseudo-Labeling and Graph Structure Purification](https://md.research.elamur.ai/free/en/papers/xu-2026-trust-robust-social-bot-detection/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Ruixuan Xu, Mengting Hu, Zhunheng Wang, et al.*2026* ## Co-authors here 12 of 15 co-authors with a page, the most papers together first. - [Bo Tang](https://md.research.elamur.ai/free/en/authors/bo-tang/) - [Bosi Wen](https://md.research.elamur.ai/free/en/authors/bosi-wen/) - [Feiyu Xiong](https://md.research.elamur.ai/free/en/authors/feiyu-xiong/) - [Hang Gao](https://md.research.elamur.ai/free/en/authors/hang-gao/) - [Jinfeng Zhou](https://md.research.elamur.ai/free/en/authors/jinfeng-zhou/) - [Kerun Xu](https://md.research.elamur.ai/free/en/authors/kerun-xu/) - [Ming Jiang](https://md.research.elamur.ai/free/en/authors/ming-jiang/) - [Minlie Huang](https://md.research.elamur.ai/free/en/authors/minlie-huang/) - [Ruixuan Xu](https://md.research.elamur.ai/free/en/authors/ruixuan-xu/) - [Yunghwei Lai](https://md.research.elamur.ai/free/en/authors/yunghwei-lai/) - [Zexuan Xiong](https://md.research.elamur.ai/free/en/authors/zexuan-xiong/) - [Zhaoxin Fan](https://md.research.elamur.ai/free/en/authors/zhaoxin-fan/) ## 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/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) - [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/) - Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) - Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing ## Cited by Papers of our library cite their works 121 times (of the 149,439 papers whose bibliographies we read); [17 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/mengting-hu/cited-by/). Updated 2 November 2026