R0051/2026-03-31/Q003/S01¶
WebSearch — Academic literature on absence of formal evidence evaluation frameworks
Summary¶
| Field | Value |
|---|---|
| Source/Database | WebSearch |
| Query terms | absence formal evidence evaluation framework fact-checking gap academic literature |
| Filters | None |
| Results returned | 10 |
| Results selected | 4 |
| Results rejected | 6 |
Selected Results¶
| Result | Title | URL | Rationale |
|---|---|---|---|
| S01-R01 | Towards Automated Fact-Checking of Real-World Claims | https://ceur-ws.org/Vol-3986/paper2.pdf | Identifies evidence sufficiency as novel/unstudied problem |
| S01-R02 | Fact Checking with Insufficient Evidence | https://direct.mit.edu/tacl/article/doi/10.1162/tacl_a_00486/112498/Fact-Checking-with-Insufficient-Evidence | Directly addresses evidence insufficiency gap |
| S01-R03 | Scoping Review of Automated Fact-Checking | https://www.tandfonline.com/doi/full/10.1080/21670811.2024.2427036 | Identifies disciplinary gaps in fact-checking research |
| S01-R04 | Show Me the Work (CHI 2025) | https://arxiv.org/html/2502.09083v1 | Documents practitioner evidence evaluation gaps |
Rejected Results¶
| Result | Title | URL | Rationale |
|---|---|---|---|
| S01-R05 | Towards Unification of Hallucination Detection | https://arxiv.org/pdf/2512.02772 | LLM hallucination focus, not fact-checking methodology gap |
| S01-R06 | Fact Checking with Insufficient Evidence (ACL duplicate) | https://aclanthology.org/2022.tacl-1.43/ | Duplicate of S01-R02 |
| S01-R07 | The truth game (duplicate) | https://journals.sagepub.com/doi/10.1177/14648849251371952 | Already captured in Q001 |
| S01-R08 | Automated fact-checking meets argumentation | https://hal.science/hal-05017906/file/wang-et-al-2025-when-automated-fact-checking-meets-argumentation-unveiling-fake-news-through-argumentative-evidence.pdf | Argumentation theory, not evidence evaluation framework gap |
| S01-R09 | Vandenberghe 2025 (duplicate) | https://www.tandfonline.com/doi/full/10.1080/1461670X.2025.2492729 | Already captured in Q001 |
| S01-R10 | NCBI Framework for Research Gaps | https://www.ncbi.nlm.nih.gov/books/NBK126702/ | Systematic review gap methodology — different domain |
Notes¶
Search returned evidence of both the gap itself and papers documenting it. The "Fact Checking with Insufficient Evidence" paper is particularly relevant — it identifies evidence sufficiency as a previously unstudied problem.