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Pith Number

pith:3XG2YIQV

pith:2024:3XG2YIQVH3WL4UDYS2JNZM3GUL
not attested not anchored not stored refs pending

PID Control-Based Self-Healing to Improve the Robustness of Large Language Models

Qianxiao Li, Yifan Yang, Zheng Zhang, Zhuotong Chen, Zihu Wang

arxiv:2404.00828 v1 · 2024-03-31 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3XG2YIQVH3WL4UDYS2JNZM3GUL}

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

Receipt and verification
First computed 2026-07-05T08:02:57.133972Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ddcdac22153eecbe50789692dcb366a2f0887d378c1d53d2d27b6fd71ab9e46b

Aliases

arxiv: 2404.00828 · arxiv_version: 2404.00828v1 · doi: 10.48550/arxiv.2404.00828 · pith_short_12: 3XG2YIQVH3WL · pith_short_16: 3XG2YIQVH3WL4UDY · pith_short_8: 3XG2YIQV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3XG2YIQVH3WL4UDYS2JNZM3GUL \
  | 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: ddcdac22153eecbe50789692dcb366a2f0887d378c1d53d2d27b6fd71ab9e46b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "00c022cd6d0dd85b502b627f3019384349384e8e301c551135f09fd34c856611",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-31T23:46:51Z",
    "title_canon_sha256": "0ead369197b3e8ffe6cd045f1b7e9063756fba628550a4fb18d8d89b4d22db48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.00828",
    "kind": "arxiv",
    "version": 1
  }
}