On the Theoretical Limitations of Embedding-Based Retrieval
active 2025-08-29 → 2026-06-10 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 286 days from 2025-08-29 to 2026-06-10. Pushes: 3 total, peak 2 in a day. Pull requests: 5 total, peak 2 in a day. Issues: 7 total, peak 1 in a day. Comments: 12 total, peak 2 in a day. Stars: 338 total, peak 99 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 |
|---|---|---|---|---|
| jhyuklee | 7 | 3 | 3 | 1 |
| orionw | 5 | 0 | 1 | 4 |
| souravmpi | 5 | 0 | 0 | 2 |
| michaelwechner | 4 | 0 | 0 | 2 |
| aurotripathy | 2 | 0 | 0 | 1 |
| aspatic | 1 | 0 | 0 | 0 |
| tabbyl21 | 1 | 0 | 1 | 0 |
| yanzhengkim | 1 | 0 | 0 | 1 |
| Arsh123344423 | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#14michaelwechner2026-01-07 13:44"recall_at_2": 0.162 for "sentence-transformers/all-MiniLM-L6-v2" and "LIMITSmallRetrieval"
- Issue#14michaelwechner2026-01-07 09:53"recall_at_2": 0.162 for "sentence-transformers/all-MiniLM-L6-v2" and "LIMITSmallRetrieval"
- Issue comment#13michaelwechner2026-01-04 08:50couldn't find remote ref refs/tags/w_limit
- Issue#13michaelwechner2026-01-04 08:39couldn't find remote ref refs/tags/w_limit
- Issue comment#12Arsh1233444232025-12-19 15:40Exploring Multilingual and Local-Language Encoding Extensions to LIMIT
- Issue comment#12orionw2025-12-19 14:42Exploring Multilingual and Local-Language Encoding Extensions to LIMIT
- Pull request#11tabbyl212025-11-25 15:33
- Issue comment#5yanzhengkim2025-10-31 06:23Dataset not present in MTEB
- Issue comment#10souravmpi2025-10-03 08:11Evaluation Results Mismatch
- Issue comment#10orionw2025-10-02 15:53Evaluation Results Mismatch
- Issue comment#9souravmpi2025-09-30 10:48Actual Evaluation numbers as reported in the paper
- Issue#9souravmpi2025-09-30 10:48Actual Evaluation numbers as reported in the paper
- Issue#9souravmpi2025-09-29 15:32Actual Evaluation numbers as reported in the paper
- Issue comment#8aurotripathy2025-09-28 21:25ValueError: SentenceTransformer.encode() has been called with additional keyword arguments that this model does not use: ['request_qid']
- Issue#8aurotripathy2025-09-28 21:00ValueError: SentenceTransformer.encode() has been called with additional keyword arguments that this model does not use: ['request_qid']
- Issue comment#7jhyuklee2025-09-22 14:04About the paper Gemini-2.5-Pro 100% correct zero shot case.
- Issue#7aspatic2025-09-19 04:07About the paper Gemini-2.5-Pro 100% correct zero shot case.
- Pull request#6jhyuklee2025-09-15 13:59
- Issue comment#5orionw2025-09-15 13:57Dataset not present in MTEB
- Issue#5souravmpi2025-09-15 13:21Dataset not present in MTEB
- Pull request#4jhyuklee2025-09-01 18:05
- Issue comment#3orionw2025-08-30 22:55Temp at .1
- Pull request#1jhyuklee2025-08-29 02:29
- Pull request#1orionw2025-08-29 02:22
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 338 stars here means stars gained during the window, not the repo's star count.