Pith Number

pith:XYEOTESN

pith:2023:XYEOTESN5J7U7HMSGC777G3OLT

not attested not anchored not stored refs pending

Tunable Soft Prompts are Messengers in Federated Learning

Bolin Ding, Chenhe Dong, Yaliang Li, Ying Shen, Yuexiang Xie

arxiv:2311.06805 v1 · 2023-11-12 · 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{XYEOTESN5J7U7HMSGC777G3OLT}

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

Enhancing Model Privacy in Federated Learning with Random Masking and Quantization

Receipt and verification

First computed	2026-07-05T07:12:03.926789Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be08e9924dea7f4f9d9230bfff9b6e5cca4c85cdd10d3cc668261a9fcae4bd5b

Aliases

arxiv: 2311.06805 · arxiv_version: 2311.06805v1 · doi: 10.48550/arxiv.2311.06805 · pith_short_12: XYEOTESN5J7U · pith_short_16: XYEOTESN5J7U7HMS · pith_short_8: XYEOTESN

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/XYEOTESN5J7U7HMSGC777G3OLT \
  | 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: be08e9924dea7f4f9d9230bfff9b6e5cca4c85cdd10d3cc668261a9fcae4bd5b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "716a30f5c2998b2de13e5d8a8f2df1e81a8ded994653f98c094effa9741fd985",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-12T11:01:10Z",
    "title_canon_sha256": "611851a18f485b6a2d16238d031cfd01ed2eebc19695e59f8146ce9972192ec2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.06805",
    "kind": "arxiv",
    "version": 1
  }
}