🧑‍🔬 Yunfei Long

🏛️ Affiliations

🎓Queen Mary University of LondonLondon · United Kingdom2025–2026 · 5 papersEmployment since 2025 · Senior Lecturer, School of Electronic Engineering and Computer Sciencecurrent🎓Chinese Academy of Medical Sciences & Peking Union Medical CollegeBeijing · China2026 · 1 papercurrent🎓University of EssexColchester · United Kingdom2020–2025 · 43 papersEmployment 2020–2025 · Lecturer, Search Results Web results School of Computer Science and Electronic Engineering🎓Hong Kong Polytechnic UniversityHong Kong · China2015–2020 · 24 papersEducation since 2015 · Department of Computing🎓University of NottinghamNottingham · United Kingdom2018–2020 · 7 papersEmployment 2018–2020 · Research Fellow, Horizon Digital Economy Center🎓Minjiang UniversityFuzhou · China2019–2022 · 3 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Ciron: a New Benchmark Dataset for Chinese Irony Detection (2020 · 17 citations)
   Work on irony detection has focused mostly on English, and Chinese has lacked labeled data suitable for training machine learning systems.
2. Irony Detection, Reasoning and Understanding in Zero-shot Learning (2025 · 5 citations)
   Irony on social media often says the opposite of what it means, and this can mislead downstream systems such as sentiment analysis, misinformation checking and recommendation.
3. NovBench: Evaluating Large Language Models on Academic Paper Novelty Assessment (2026 · 4 citations)
   Novelty is a central criterion in peer review, and rising submission volumes are straining reviewers. LLMs can already draft review comments, but no benchmark existed to test whether they can judge novelty specifically. Most prior evaluation either scored whole reviews or relied on lexical metrics such as ROUGE/BLEU…

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. A Cognition Based Attention Model for Sentiment Analysis ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetYunfei Long et al.2017 · 91 citations
2. Ciron: a New Benchmark Dataset for Chinese Irony DetectionLanguage Resources and Evaluation Conference (LREC)Rong Xiang, Xuefeng Gao, Yunfei Long, et al.2020 · 17 citations
3. An Element-aware Multi-representation Model for Law Article Prediction ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetHuilin Zhong et al.2020 · 10 citations
4. Irony Detection, Reasoning and Understanding in Zero-shot LearningarXiv:2501.16884Peiling Yi, Yuhan Xia, Yunfei Long2025 · 5 citations
5. NovBench: Evaluating Large Language Models on Academic Paper Novelty AssessmentFindings of the Association for Computational LinguisticsWenqing Wu, Yi Zhao, Yuzhuo Wang, et al.2026 · 4 citations

🤝 Co-authors here

3 co-authors with a page, the most papers together first.

• Chu-Ren Huang
• Emmanuele Chersoni
• Qin Lu

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing ×2
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
• Language Resources and Evaluation Conference (LREC): LREC 2020

🔗 Cited by

Papers of our library cite their works 26 times (of the 149,439 papers whose bibliographies we read); 5 citing papers with a page here →.

Updated 31 October 2026

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