Jie Peng
Jie Peng has 2 papers in our library, in 2026, most of them on Question answering, Reasoning, Knowledge graphs & ontologies; often with Ang Li, Kangqi Ni, Tianlong Chen.
OpenAlex · h-index 0 · 4 works · 0 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 4Research subjects and languages the work is about.Knowledge graphs & ontologies · 1 workQuestion answering · 1 workReasoning · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Learning Flexible Large Multimodal Models with Arbitrary Modality Combinations (2026)
Multimodal LLMs that handle many input types usually assume every training and test sample includes all modalities. - Reasoning with Ontology Graph: Toward Type-Constrained Knowledge Graph Question Answering (2026)
The paper tackles multi-hop knowledge graph question answering (KGQA) with LLMs. It targets two problems in earlier work. LLM-built ontologies label the same entity at uneven levels of abstraction. Subgraph-based search also lets in many paths ending in the wrong entity type, so the number of candidate paths…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
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