Xiangqing Shen
Xiangqing Shen has 2 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning, Knowledge graphs & ontologies; often with Rui Xia, Jianfei Yu, Xinyu Dai.
OpenAlex · ORCID · Wikidata · h-index 5 · 24 works · 186 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 worksInformation Systems · 1 work
🧭 Topics 4Research subjects and languages the work is about.Knowledge graphs & ontologies · 1 workLanguage models & pretraining · 1 workReasoning · 1 workSemantic parsing & meaning representation · 1 work
Works by year
2020s
Papers
- Interactive Semantic Parsing with Reinforcement Learning for Knowledge Graph Reasoning (2026)
LLMs often hallucinate facts on knowledge-heavy questions. Most knowledge-graph (KG) augmented methods simply walk along graph edges, which leaves constraints such as time filters or counting to be handled afterwards. Classical semantic parsing expresses this logic in executable queries, but it depends on scarce… - Optimizing RAG Rerankers with LLM Feedback via Reinforcement Learning (2026)
Rerankers in RAG pipelines are usually trained on fixed human relevance labels and judged by IR metrics such as NDCG, independent of the LLM that consumes the documents.
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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