SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing
active 2025-03-06 → 2025-11-22 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 262 days from 2025-03-06 to 2025-11-22. Pushes: 12 total, peak 3 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 59 total, peak 6 in a day. Comments: 62 total, peak 6 in a day. Stars: 206 total, peak 24 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| sky-fly97 | 70 | 9 | 0 | 38 |
| FleetCommander004 | 6 | 0 | 0 | 3 |
| ddd475657357 | 5 | 0 | 0 | 4 |
| Shiyang980713 | 3 | 3 | 0 | 0 |
| BOBrown | 3 | 0 | 0 | 3 |
| fallooool | 3 | 0 | 0 | 2 |
| shengzhang6148 | 3 | 0 | 0 | 3 |
| fridayL | 3 | 0 | 0 | 2 |
| LiNhxi98 | 3 | 0 | 0 | 0 |
| jing12e | 2 | 0 | 0 | 0 |
| kirin-from-16 | 2 | 0 | 0 | 1 |
| Oo0OoOoOoO0oO | 2 | 0 | 0 | 1 |
| HEPeikai | 2 | 0 | 0 | 0 |
| VTaPo | 2 | 0 | 0 | 2 |
| Mastertan1237 | 2 | 0 | 0 | 0 |
| mengze-hong | 2 | 0 | 0 | 0 |
| zq7695zq | 2 | 0 | 0 | 1 |
| TechnicolorGUO | 2 | 0 | 0 | 1 |
| Ableisme | 1 | 0 | 0 | 0 |
| J1awei-Yang | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#41VTaPo2025-08-28 09:21RUN SurveyForge
- Issue comment#41sky-fly972025-08-27 07:36RUN SurveyForge
- Issue comment#41VTaPo2025-08-27 07:27RUN SurveyForge
- Issue comment#40sky-fly972025-08-25 09:41Inquiry about Environment Setup - Faiss Compatibility Issue
- Issue#40wwzhuang012025-08-25 03:32Inquiry about Environment Setup - Faiss Compatibility Issue
- Issue#39fallooool2025-08-08 08:57Clarification on Table 1 – Input Cov. and Reference Cov. Calculations
- Issue comment#39fallooool2025-08-07 08:09Clarification on Table 1 – Input Cov. and Reference Cov. Calculations
- Issue comment#39fallooool2025-08-07 03:47Clarification on Table 1 – Input Cov. and Reference Cov. Calculations
- Issue#38kirin-from-162025-07-30 10:41Request for a survey
- Issue comment#37kirin-from-162025-07-30 10:34How was the paper in the demo typeset?
- Issue comment#37ddd4756573572025-07-17 08:24How was the paper in the demo typeset?
- Issue comment#37ddd4756573572025-07-16 11:27How was the paper in the demo typeset?
- Issue comment#36sky-fly972025-07-16 07:23Request for a survey
- Issue comment#37ddd4756573572025-07-16 07:14How was the paper in the demo typeset?
- Issue comment#37sky-fly972025-07-16 05:56How was the paper in the demo typeset?
- Issue#36XuJingbang2025-07-08 21:30Request for a survey
- Issue comment#35ddd4756573572025-07-07 07:48Questions about the evaluation methodology for the generated survey papers
- Issue comment#35sky-fly972025-07-07 06:29Questions about the evaluation methodology for the generated survey papers
- Issue comment#34sky-fly972025-07-07 05:42Request a survey
- Issue#35ddd4756573572025-07-06 09:15Questions about the evaluation methodology for the generated survey papers
- Issue comment#30zq7695zq2025-06-29 12:14Request for a survey
- Issue comment#33sky-fly972025-06-26 07:43Request for a survey
- Issue#33sky-fly972025-06-26 07:43Request for a survey
- Issue#32sky-fly972025-06-26 07:43Request for a survey
- Issue comment#31sky-fly972025-06-26 07:43request for experience
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 206 stars here means stars gained during the window, not the repo's star count.