Pith Number

pith:HHTF3FBP

pith:2024:HHTF3FBPM7LEV5CHUZBSZP254O

not attested not anchored not stored refs pending

Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks

Changho Lee, Honglak Lee, Janghoon Han, Kyunghoon Bae, Seonghyeon Ye, Stanley Jungkyu Choi

arxiv:2404.16418 v2 · 2024-04-25 · 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{HHTF3FBPM7LEV5CHUZBSZP254O}

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

REZE: Representation Regularization for Domain-adaptive Text Embedding Pre-finetuning

Receipt and verification

First computed	2026-07-05T09:21:43.924697Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39e65d942f67d64af447a6432cbf5de3a5b9636d88da09e3ed499c4e3184c7f8

Aliases

arxiv: 2404.16418 · arxiv_version: 2404.16418v2 · doi: 10.48550/arxiv.2404.16418 · pith_short_12: HHTF3FBPM7LE · pith_short_16: HHTF3FBPM7LEV5CH · pith_short_8: HHTF3FBP

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/HHTF3FBPM7LEV5CHUZBSZP254O \
  | 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: 39e65d942f67d64af447a6432cbf5de3a5b9636d88da09e3ed499c4e3184c7f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5cb5d05aee119fcfbb035a5b0dfe9a61518e231dc757fccb8fb78aa27388cfd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-25T08:49:47Z",
    "title_canon_sha256": "69e8bdf68b10fae28c8efb81420f7c86bb2e7f117633c8e0f3ee4648de70afd5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.16418",
    "kind": "arxiv",
    "version": 2
  }
}