cv
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Basics
| Name | Wenyu Huang |
| Label | PhD Student |
| w.huang@ed.ac.uk | |
| Url | https://hwy9855.github.io/ |
| Summary | PhD Student in Natural Language Processing at the School of Informatics, University of Edinburgh. Specializing in dialogue systems, retrieval-augmented generation, and knowledge graph population. |
Work
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2022.07 - 2022.11 Research Intern
Huawei UK Research and Development Center
Research on large-scale offer alignment. Published at SIGIR 2024.
- Offer Alignment
- Entity Matching
Education
Publications
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2025.07.01 Masking in Multi-hop {QA}: An Analysis of How Language Models Perform with Context Permutation
Proceedings of ACL 2025
ACL 2025 Oral Presentation.
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2025.05.01 Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions
arXiv preprint arXiv:2505.00675
Preprint.
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2024.11.01 Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA
Findings of EMNLP 2024
EMNLP 2024 Findings.
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2024.01.01 UniMS-RAG: A unified multi-source retrieval-augmented generation for personalized dialogue systems
arXiv preprint arXiv:2401.13256
Preprint.
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2023.11.01 Retrieval augmented generation with rich answer encoding
Proceedings of IJCNLP 2023
Enhanced RAG systems through innovative answer encoding techniques. Published at IJCNLP 2023 with 25+ citations.
Languages
| English | |
| Fluent |
| Chinese | |
| Native speaker |
Interests
| Natural Language Processing | |
| Conversational Search | |
| Retrieval-Augmented Generation | |
| Multi-hop Question Answering | |
| Large Language Models |
| Large Language Models | |
| Long Context | |
| Reasoning | |
| Reinforcement Learning |