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Ruirui Li

Ruirui Li has 2 papers in our library, in 2024, most of them on Language models & pretraining, Reasoning; often with Zheng Li, Bing Yin, Binxuan Huang.

2 papers in our library · 2024

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📄 2 works in our library · 🔗 Cited 60 times in our library · ⭐ Paper Stars ranking: #8277

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 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.Language models & pretraining · 2 worksReasoning · 2 works

 Works by year

2020s

20242 papers

 Papers

The most cited first (OpenAlex and our library).

  1. Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (2024 · 89 citations)
    LLMs often hallucinate on knowledge-heavy questions. Standard retrieval augmentation treats each document as a separate unit, so it misses knowledge carried by links between texts, such as citations, co-purchases or legal references. Turning whole neighbourhoods into text is also impractical, because subgraphs grow…
  2. Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs (2024 · 16 citations)
    Research on LLM reasoning usually blends two distinct abilities. Deduction applies a known rule to particular cases, and induction extracts a rule from examples. The authors ask which of the two is the real bottleneck. They run the same task in four settings: zero-shot with the rule stated, few-shot with the rule…

 Co-authors here

12 of 18 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 60 times (of the 149,439 papers whose bibliographies we read); 16 citing papers with a page here →.

Updated

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