Pith Number

pith:MSNILLIY

pith:2024:MSNILLIYUB6YZZZ3GPQEZR4FTU

not attested not anchored not stored refs pending

Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection

Chenxi Liu, Guodong Liu, Heng Huang, Junfeng Guo, Lichang Chen, Qi He, Ruibo Chen, Tianyi Xiong, Yihan Wu

arxiv:2402.12501 v1 · 2024-02-19 · 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{MSNILLIYUB6YZZZ3GPQEZR4FTU}

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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

CL3DOR: Contrastive Learning for 3D Large Multimodal Models via Odds Ratio on High-Resolution Point Clouds

Receipt and verification

First computed	2026-07-05T07:47:12.215549Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

649a85ad18a07d8ce73b33e04cc7859d32ab8d6fbf0cef732f8c7f1042a0875f

Aliases

arxiv: 2402.12501 · arxiv_version: 2402.12501v1 · doi: 10.48550/arxiv.2402.12501 · pith_short_12: MSNILLIYUB6Y · pith_short_16: MSNILLIYUB6YZZZ3 · pith_short_8: MSNILLIY

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/MSNILLIYUB6YZZZ3GPQEZR4FTU \
  | 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: 649a85ad18a07d8ce73b33e04cc7859d32ab8d6fbf0cef732f8c7f1042a0875f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c508331177c0fcfdeb3819c71f31712d8e96056530820a779596b599df9096ac",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-19T20:08:48Z",
    "title_canon_sha256": "c0cfd2039903060e43d9236a3aa6e537f23bf9ff451b78c71f0b6d2fa495096e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.12501",
    "kind": "arxiv",
    "version": 1
  }
}