Benchmark Radar
AI BENCHMARK PROFILE

IdioLink

General AIKnowledge & ReasoningSearch & Retrieval

IdioLink is a retrieval benchmark with 10,700 documents and 2,140 queries across 107 idioms, testing the linking of idiomatic expressions to literal or paraphrased equivalents. Annotations mark core meaning spans, and scoring is based on retrieval quality against these spans.

Released
2026-05-21
Readiness
Paper only
Primary field
General AI

Why it matters

Existing retrieval models often rely on surface similarity and fail on idiomatic expressions. IdioLink provides a reusable testbed to measure semantic abstraction beyond lexical overlap, offering a practical way to evaluate idiom-aware retrieval systems.

Motivation

Idioms pose a fundamental challenge for language models, as their meaning cannot be inferred from surface form alone.

Primary resources

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