Pith Number

pith:FXIU6OTD

pith:2022:FXIU6OTDRTAIJ77U7JUCUN4MN5

not attested not anchored not stored refs pending

Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis

Dan Roth, Kishaloy Halder, Miguel Ballesteros, Neha Anna John, Rishita Anubhai, Robert Vacareanu, Shuai Wang, Siddharth Varia, Smaranda Muresan, Yassine Benajiba

arxiv:2210.06629 v2 · 2022-10-12 · 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{FXIU6OTDRTAIJ77U7JUCUN4MN5}

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	2026-07-05T06:19:37.363184Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2dd14f3a638cc084fff4fa682a378c6f760eec35ead7605fb35dd81824495237

Aliases

arxiv: 2210.06629 · arxiv_version: 2210.06629v2 · doi: 10.48550/arxiv.2210.06629 · pith_short_12: FXIU6OTDRTAI · pith_short_16: FXIU6OTDRTAIJ77U · pith_short_8: FXIU6OTD

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/FXIU6OTDRTAIJ77U7JUCUN4MN5 \
  | 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: 2dd14f3a638cc084fff4fa682a378c6f760eec35ead7605fb35dd81824495237

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "232173b4474d449b563d3d06bb0e6fc6d358b1d2f4f665a3d66442cc4401072b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-12T23:38:57Z",
    "title_canon_sha256": "78027486394fa34ce89d3234fee78083135767fd1c8d7a7d6b22cdb0da61580d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.06629",
    "kind": "arxiv",
    "version": 2
  }
}