A proposed benchmark with diagnostic datasets slices citation recommendation performance by field, year, citation count, context length, position, intent, and part of speech, with preliminary BM25 and transformer results.
Ha, Rodney Michael Kinney, Sebastian Kohlmeier, Kyle Lo, Tyler C
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citation-role summary
dataset 1
citation-polarity summary
fields
cs.IR 1years
2024 1verdicts
REJECT 1roles
dataset 1polarities
use dataset 1representative citing papers
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Benchmark for Evaluation and Analysis of Citation Recommendation Models
A proposed benchmark with diagnostic datasets slices citation recommendation performance by field, year, citation count, context length, position, intent, and part of speech, with preliminary BM25 and transformer results.