Pith Number

pith:HGZ5KKQV

pith:2024:HGZ5KKQVX6HSK5D7TGOC4F4EEK

not attested not anchored not stored refs pending

Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels

Anji Liu, Junpeng Li, Shichuan Zhang, Zilong Zheng, Zixia Jia

arxiv:2406.16293 v1 · 2024-06-24 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HGZ5KKQVX6HSK5D7TGOC4F4EEK}

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.

Receipt and verification

First computed	2026-07-05T08:35:56.071878Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39b3d52a15bf8f25747f999c2e178422a20e555b4cb07f80195555000a680260

Aliases

arxiv: 2406.16293 · arxiv_version: 2406.16293v1 · doi: 10.48550/arxiv.2406.16293 · pith_short_12: HGZ5KKQVX6HS · pith_short_16: HGZ5KKQVX6HSK5D7 · pith_short_8: HGZ5KKQV

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/HGZ5KKQVX6HSK5D7TGOC4F4EEK \
  | 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: 39b3d52a15bf8f25747f999c2e178422a20e555b4cb07f80195555000a680260

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac796d3c4f27fffb7e38f46fb61b8d4d6f2c47c44d9e92b1ab4e0dd98b2f40fc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-24T03:36:19Z",
    "title_canon_sha256": "0d832fa77af1eacf31d937f7ad986bd3fc2dcc1b5e5a1f7a54dcefe66e9477d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16293",
    "kind": "arxiv",
    "version": 1
  }
}