Pith Number

pith:DMGHK65G

pith:2022:DMGHK65GBVNCGI5TAFXOZ5GXLF

not attested not anchored not stored refs pending

SelfMix: Robust Learning Against Textual Label Noise with Self-Mixup Training

Chenchen Dai, Dan Qiao, Juntao Li, Min Zhang, Qiang Chen, Wenliang Chen, Yuyang Ding

arxiv:2210.04525 v2 · 2022-10-10 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DMGHK65GBVNCGI5TAFXOZ5GXLF}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response

Receipt and verification

First computed	2026-07-05T05:06:15.364556Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b0c757ba60d5a2323b3016eecf4d75949755bd309b6627373226f4b199d5098

Aliases

arxiv: 2210.04525 · arxiv_version: 2210.04525v2 · doi: 10.48550/arxiv.2210.04525 · pith_short_12: DMGHK65GBVNC · pith_short_16: DMGHK65GBVNCGI5T · pith_short_8: DMGHK65G

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/DMGHK65GBVNCGI5TAFXOZ5GXLF \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 1b0c757ba60d5a2323b3016eecf4d75949755bd309b6627373226f4b199d5098

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e3e575ebfe33dd34cd203231820413fced3aa4c0fcaf76f3cbd521bf3c4f448",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-10T09:46:40Z",
    "title_canon_sha256": "54a756c686ae61a504aa25f12a35a4e2633d2edeb43186f4299e5224809cc63c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.04525",
    "kind": "arxiv",
    "version": 2
  }
}