Wei Zou
Wei Zou has 3 papers in our library, in 2024, most of them on Reasoning, Language models & pretraining, Multilingual & cross-lingual NLP; often with Binghui Wang, Jiajun Chen, Jinyuan Jia.
OpenAlex · ORCID · h-index 14 · 62 works · 1,518 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 174 times in our library · ⭐ Paper Stars ranking: #6415
Affiliations
Fields, topics and concepts
📚 Shelves 5The 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 · 2 works
🧭 Topics 4Research subjects and languages the work is about.Reasoning · 2 worksInformation retrieval & search · 1 workLanguage models & pretraining · 1 workMultilingual & cross-lingual NLP · 1 work
Works by year
2020s
Papers
- PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models (2024 · 80 citations)
Retrieval-Augmented Generation (RAG) lets an LLM answer questions using texts pulled from an external knowledge database. - C3oT: Generating Shorter Chain-of-Thought without Compromising Effectiveness (2024 · 66 citations)
Chain-of-Thought (CoT) reasoning makes large language models more accurate, but the reasoning text is usually far longer than the answer. - MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization (2024 · 59 citations)
Large language models tend to solve math word problems much better in English than in other languages, mainly because their training data is skewed toward English.
Co-authors here
- Binghui Wang
- Jiajun Chen
- Jinyuan Jia
- Liangyu Chen
- Runpeng Geng
- Shuaijie She
- Shujian Huang
- Wenhao Zhu
- Xiang Liu
- Yu Kang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2024
- Proceedings of the AAAI Conference on Artificial Intelligence: Proceedings of the AAAI Conference on Artificial Intelligence 2024
Cited by
Updated
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