Bing Li
Bing Li has 2 papers in our library, in 2023–2026, most of them on Language models & pretraining, Knowledge graphs & ontologies; often with Aixin Sun, Chen Chen, Houwen Peng.
OpenAlex · ORCID · h-index 10 · 67 works · 297 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 20 times in our library · ⭐ Paper Stars ranking: #7227
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 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Knowledge graphs & ontologies · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting (2023 · 75 citations)
Knowledge Graph Completion (KGC) predicts missing entities in incomplete facts. Purely graph-based embedding models capture structure but ignore text. PLM-based models read entity text, but full fine-tuning makes them over-rely on surface wording. For example, they may mix up Leonardo da Vinci and Leonardo DiCaprio.… - LaMPE: Length-aware Multi-grained Positional Encoding for Adaptive Long-context Scaling Without Training (2026 · 1 citation)
RoPE-based LLMs perform much worse when inputs exceed their pretraining context window, because they encounter relative positions they never saw during training.
Co-authors here
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026, Findings of the Association for Computational Linguistics 2023
Cited by
Updated
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