Songze Li
Songze Li has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Reasoning; often with Huajun Chen, Wen Zhang, Zhiqiang Liu.
OpenAlex · h-index 1 · 5 works · 2 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 7 times in our library · ⭐ Paper Stars ranking: #10189
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning (2026 · 4 citations)
Temp-R1 addresses question answering over temporal knowledge graphs (TKGQA), where facts are timestamped quadruples and questions often combine multi-hop links with time constraints. - Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching (2025 · 4 citations)
LLMs that answer questions over knowledge graphs (KGQA) still hallucinate or make factual mistakes. The authors trace this to a semantic gap between query and graph. A question has a narrow goal and a short logical path, while the KG holds many unrelated facts about the topic entity (focus mismatch). The KG also…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
Cited by
Updated
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