Official implementation for the paper "In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation"
active 2024-03-12 → 2025-08-27 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 534 days from 2024-03-12 to 2025-08-27. Pushes: 4 total, peak 2 in a day. Pull requests: 1 total, peak 1 in a day. Issues: 5 total, peak 3 in a day. Comments: 2 total, peak 1 in a day. Stars: 52 total, peak 3 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 |
|---|---|---|---|---|
| MiaoXiong2320 | 5 | 4 | 1 | 0 |
| LiuJinzhe-Keepgoing | 3 | 0 | 0 | 0 |
| vietvo89 | 2 | 0 | 0 | 1 |
| shiqichen17 | 1 | 0 | 0 | 1 |
| AlmightYouth | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#3vietvo892025-01-07 01:57Can't fully replicate the results
- Issue#4vietvo892025-01-07 01:53how to reproduce your figure 1?
- Issue#3AlmightYouth2024-12-11 14:25Can't fully replicate the results
- Pull request#2MiaoXiong23202024-03-23 10:45
- Issue comment#1shiqichen172024-03-23 04:46Can you provide a guide on how to download and use data sets?
- Issue#1LiuJinzhe-Keepgoing2024-03-22 03:46Can you provide a guide on how to download and use data sets?
- Issue#1LiuJinzhe-Keepgoing2024-03-22 03:32Can you provide a guide on how to download and use data sets?
- Issue#1LiuJinzhe-Keepgoing2024-03-22 03:26Can you provide a guide on how to download and use data sets?
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 52 stars here means stars gained during the window, not the repo's star count.