Yilong Lai
Yilong Lai has 2 papers in our library, in 2025, most of them on Dialogue systems, Reasoning, Information retrieval & search; often with Congzhi Zhang, Deyu Zhou, Jialong Wu.
OpenAlex · h-index 0 · 3 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 17 times in our library · ⭐ Paper Stars ranking: #9309
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📚 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 worksInformation Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Reasoning · 1 workDialogue systems · 1 workInformation retrieval & search · 1 work
Works by year
2020s
Papers
- AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment (2025 · 9 citations)
Conversational search needs to turn a context-dependent user question, often with omissions, coreference or ambiguity, into a self-contained query that standard retrievers can handle. - SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding (2025 · 8 citations)
Tree-search-based (TSB) reasoning methods such as Tree-of-Thoughts (ToT) help LLMs plan and reason. However, they are slow because many thoughts must be generated and scored before the tree can grow. Earlier work sped up the search algorithms. This paper targets tree construction itself with SEED, a training-free…
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