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Citation Recommendation on Microsoft Academic Graph (MAG) 1,000-paper (test)
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47.43
Recall@10
alpha*BM25 + (1-alpha) * SBERT
-1.6476
11.0937
23.835
36.5763
Dec 18, 2025
Recall@10
Precision@10
MRR
nDCG@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
Recall@10
Precision@10
MRR
nDCG@10
alpha*BM25 + (1-alpha) * SBERT
Category=Hybrid, alpha...
2025.12
47.43
4.73
15.85
19.32
BM25
Category=Traditional IR
2025.12
33.76
4.1
14.52
17.25
SBERT
Category=Dense Embeddings
2025.12
32.47
3.97
12.33
15.73
Attention based subgraph retriever+LLM reranking
Category=Our Model+LLM...
2025.12
0.3
0.23
0.03
0
Attention based subgraph retriever
Category=Our Model
2025.12
0.24
0.26
1.77
1.38
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