Qi Cao
Qi Cao has 3 papers in our library, in 2024–2025, most of them on Language models & pretraining; often with Fei Sun, Xueqi Cheng, Hexiang Tan.
OpenAlex · ORCID · Wikidata · h-index 15 · 58 works · 1,205 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 41 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #7596
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 2 works
Works by year
2020s
Papers
- Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts? (2024 · 37 citations)
Hybrid question-answering systems give an LLM two kinds of context: passages it wrote itself and passages retrieved from an external corpus such as Wikipedia. - Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs (2025 · 12 citations)
LLM error detectors often treat agreement across sampled answers as a sign of correctness. This paper identifies a blind spot in that assumption: self-consistent errors , where a model gives the same wrong answer, up to semantic equivalence, in its greedy output and in all stochastic samples. The authors define these… - The Mirage of Model Editing: Revisiting Evaluation in the Wild (2025 · 9 citations)
Published model-editing results often look nearly perfect. This paper asks whether those results hold once the evaluation reflects how an edited LLM would actually be used. The authors build QAEdit, a benchmark drawn from Natural Questions, TriviaQA and SimpleQA. GPT-4 adds the subjects and paraphrased prompts that…
All works
- Towards Consumer Loan Fraud Detection: Graph Neural Networks with Role-Constrained Conditional Random Field ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetBingbing Xu et al.2021 · 79 citations
- Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts?Annual Meeting of the Association for Computational Linguistics (ACL)Hexiang Tan, Fei Sun, Wanli Yang, et al.2024 · 37 citations
- Too Consistent to Detect: A Study of Self-Consistent Errors in LLMsConference on Empirical Methods in Natural Language Processing (EMNLP)Hexiang Tan, Fei Sun, Sha Liu, et al.2025 · 12 citations
- The Mirage of Model Editing: Revisiting Evaluation in the WildAnnual Meeting of the Association for Computational Linguistics (ACL)Wanli Yang, Fei Sun, Jiajun Tan, et al.2025 · 9 citations
Co-authors here
- Fei Sun ×3
- Xueqi Cheng ×3
- Hexiang Tan ×2
- Huawei Shen ×2
- Wanli Yang ×2
- Yuanzhuo Wang ×2
- Dawei Yin
- Du Su
- Jingang Wang
- Xin Chen
- Xinyu Ma
- Xunliang Cai
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2025, ACL 2024
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
- Proceedings of the AAAI Conference on Artificial Intelligence
Cited by
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