--- title: "Tingwen Liu — author profile and papers — Elamur Research" description: "Tingwen Liu, Chinese Academy of Sciences: 2 papers on Elamur Research (2020–2023), h-index 25 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/tingwen-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/tingwen-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Tingwen Liu # Tingwen Liu Tingwen Liu has 2 papers in our library, in 2020–2023, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Bowen Yu](https://md.research.elamur.ai/free/en/authors/bowen-yu/), [Fei Huang](https://md.research.elamur.ai/free/en/authors/fei-huang/), [Haiyang Yu](https://md.research.elamur.ai/free/en/authors/haiyang-yu/). 2 papers in our library · 2020–2023 [OpenAlex](https://openalex.org/A5080686378) · [ORCID](https://orcid.org/0000-0002-0750-6923) · [Wikidata](https://www.wikidata.org/wiki/Q130830875) · [**h-index 25**](https://openalex.org/authors/A5080686378) · [179 works](https://openalex.org/works?filter=author.id:A5080686378) · [2,776 citations](https://openalex.org/works?filter=author.id:A5080686378&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/tingwen-liu/#papers) · [🔗 Cited 173 times in our library](https://md.research.elamur.ai/free/en/authors/tingwen-liu/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3047](https://md.research.elamur.ai/free/en/paper-stars/page/31/#star-3047) 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=Tingwen+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Tingwen+Liu) · [dblp](https://dblp.org/search?q=Tingwen+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Tingwen+Liu) ## Affiliations [🏛️**Chinese Academy of Sciences** Beijing · China 2009–2026 · 162 papers*current*](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Institute of Information Engineering** Beijing · China 2013–2026 · 157 papersEmployment since 2021 · Professor*current*](https://md.research.elamur.ai/free/en/labs/institute-of-information-engineering/) · [🎓**University of Chinese Academy of Sciences** Beijing · China 2011–2026 · 124 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) · [🔬**Institute of Computing Technology** Beijing · China 2010–2012 · 5 papers](https://md.research.elamur.ai/free/en/labs/institute-of-computing-technology/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 more institutions on single bylines are not listed. ## 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/) · [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/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2023** 1 paper Tingwen Liu's papers of 2023](https://md.research.elamur.ai/free/en/papers/zhang-2023-wider-deeper-llm-networks-fairer/) · [**2020** 1 paper Tingwen Liu's papers of 2020](https://md.research.elamur.ai/free/en/papers/wang-2020-tplinker-single-stage-joint-extraction/) ## Papers The most cited first (OpenAlex and our library). 1. **[TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking](https://md.research.elamur.ai/free/en/papers/wang-2020-tplinker-single-stage-joint-extraction/)** *(2020 · 529 citations)* TPLinker targets joint extraction of entities and relations, especially overlapping triples where entities are shared. 2. **[Wider and Deeper LLM Networks are Fairer LLM Evaluators](https://md.research.elamur.ai/free/en/papers/zhang-2023-wider-deeper-llm-networks-fairer/)** *(2023 · 74 citations)* Judging open-ended LLM outputs against human preference is difficult. Lexical metrics such as BLEU and ROUGE track human opinion poorly, and manual annotation is slow and expensive. Existing LLM-as-evaluator schemes such as FairEval and LLM-as-a-judge mostly average several identical LLM judgments. This amounts to a… ## All works 7 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. **[TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking](https://md.research.elamur.ai/free/en/papers/wang-2020-tplinker-single-stage-joint-extraction/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Yucheng Wang, Bowen Yu, Yueyang Zhang, et al.*2020 · 529 citations* 2. [**Wider and Deeper LLM Networks are Fairer LLM Evaluators arXiv:2308.01862**Xinghua Zhang, Bowen Yu, Haiyang Yu, et al.*2023 · 74 citations*](https://md.research.elamur.ai/free/en/papers/zhang-2023-wider-deeper-llm-networks-fairer/) 3. **[AttnPO: Attention-Guided Process Supervision for Efficient Reasoning ↗](https://aclanthology.org/2026.acl-long.1845/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Shuaiyi Nie et al.*2026 · 18 citations* 4. **[Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking ↗](https://aclanthology.org/2025.acl-long.1369/) Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Yilong Chen et al.*2025 · 16 citations* 5. **[Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information ↗](https://aclanthology.org/2025.emnlp-main.250/) Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yet**Yao Chen et al.*2025 · 10 citations* 6. **[Detecting RAG Extraction Attack via Dual-Path Runtime Integrity Game ↗](https://aclanthology.org/2026.acl-long.385/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Yuanbo Xie et al.*2026* 7. **[HyperMem: Hypergraph Memory for Long-Term Conversations ↗](https://aclanthology.org/2026.acl-long.1627/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Juwei Yue et al.*2026* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Bowen Yu](https://md.research.elamur.ai/free/en/authors/bowen-yu/) ×2 - [Fei Huang](https://md.research.elamur.ai/free/en/authors/fei-huang/) - [Haiyang Yu](https://md.research.elamur.ai/free/en/authors/haiyang-yu/) - [Xinghua Zhang](https://md.research.elamur.ai/free/en/authors/xinghua-zhang/) - [Yongbin Li](https://md.research.elamur.ai/free/en/authors/yongbin-li/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ×4 - [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/): [COLING 2020](https://md.research.elamur.ai/free/en/venues/coling/2020/) - Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing ## Cited by Papers of our library cite their works 173 times (of the 141,840 papers whose bibliographies we read); [17 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/tingwen-liu/cited-by/). Updated 24 October 2026