Pith Number

pith:6UJCCHLV

pith:2023:6UJCCHLVSW373SMPZIYQSTPMFN

not attested not anchored not stored refs pending

Specialist or Generalist? Instruction Tuning for Specific NLP Tasks

Cheng Yang, Chufan Shi, Deng Cai, Yixuan Su, Yujiu Yang

arxiv:2310.15326 v1 · 2023-10-23 · 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{6UJCCHLVSW373SMPZIYQSTPMFN}

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

Agentic Enterprise: AI-Centric User to User-Centric AI

Receipt and verification

First computed	2026-07-05T07:04:24.588387Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f512211d7595b7fdc98fca31094dec2b49e6762c018094204f48d0cbfbf790ea

Aliases

arxiv: 2310.15326 · arxiv_version: 2310.15326v1 · doi: 10.48550/arxiv.2310.15326 · pith_short_12: 6UJCCHLVSW37 · pith_short_16: 6UJCCHLVSW373SMP · pith_short_8: 6UJCCHLV

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/6UJCCHLVSW373SMPZIYQSTPMFN \
  | 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: f512211d7595b7fdc98fca31094dec2b49e6762c018094204f48d0cbfbf790ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81671bb26285418dc58fb963c297f10aad039dceabef8d7ce9d58c51caf5839d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-23T19:46:48Z",
    "title_canon_sha256": "edc6c453d00307e56adb6dbd93794fdb32fdfa5969346f6a06956bef17bf6caa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.15326",
    "kind": "arxiv",
    "version": 1
  }
}