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IdeaAMBIG: Benchmarking Implementation-Critical Gaps in Research-Idea Specifications

Paper recorded by Signals 4 on 2026-09-09 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-09-09 on arXiv · recorded by Signals 4 on 2026-09-10

Category: cs.CL · 自然语言处理 · first seen 2026-09-10

Abstract

A research idea may be novel, coherent, and scientifically plausible, yet its proposed method may remain insufficiently specified for faithful implementation. We study the codification readiness of implementation-facing research-method specifications, defined by whether they provide sufficient methodological information for a competent implementer or coding agent to construct the intended method w

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#77 most recent of 186 cs.CL papers we have recorded · ↑ newer: RAG-Safety-Bench: Reliable Evaluation of Retrieval-Augmented LLM Safet · ↓ older: Building Multilingual Bridges: Data Mixing as the Pillar of Generaliza
Cite this page: IdeaAMBIG: Benchmarking Implementation-Critical Gaps in Research-Idea Specifications: the #77 most recent of 186 cs.CL papers we have recorded (as of 2026-09-09). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/ideaambig-benchmarking-implementation-critical-gaps-in-research-idea-specificati.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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