Zhen Wang
Zhen Wang has 2 papers in our library, in 2014–2023, most of them on Language models & pretraining, Knowledge graphs & ontologies; often with Zheng Chen, Zhiting Hu.
OpenAlex · h-index 2 · 3 works · 40 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 172 times in our library · ⭐ Paper Stars ranking: #3062
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Knowledge graphs & ontologies · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
2010s
Papers
- Knowledge Graph and Text Jointly Embedding (2014 · 457 citations)
Embedding methods for knowledge graph completion, such as TransE, can only score a candidate fact when both entities already exist in the graph. - ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings (2023 · 142 citations)
Equipping large language models with external tools usually means choosing between two flawed options. Full fine-tuning is expensive and fixes the tool set in advance. In-context prompting hits context-window limits, so it can show only a few tools and examples. ToolkenGPT keeps the LLM frozen and gives each tool its…
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2014
- Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2023
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