Pith. sign in
Pith Number

pith:ZJAAEM6W

pith:2024:ZJAAEM6WCBXFRDTS7WPL5WBQHG
not attested not anchored not stored refs pending

Distilling Fine-grained Sentiment Understanding from Large Language Models

Guangyu Xie, Hongling Xu, Jianzhu Bao, Kaiheng Hou, Qianlong Wang, Ruifeng Xu, Shiwei Chen, Yice Zhang

arxiv:2412.18552 v2 · 2024-12-24 · cs.CL

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\usepackage{pith}
\pithnumber{ZJAAEM6WCBXFRDTS7WPL5WBQHG}

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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.
Receipt and verification
First computed 2026-07-05T09:55:15.702869Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ca400233d6106e588e72fd9ebed83039befb1501d550fe90cdae907f6fb45d37

Aliases

arxiv: 2412.18552 · arxiv_version: 2412.18552v2 · doi: 10.48550/arxiv.2412.18552 · pith_short_12: ZJAAEM6WCBXF · pith_short_16: ZJAAEM6WCBXFRDTS · pith_short_8: ZJAAEM6W
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZJAAEM6WCBXFRDTS7WPL5WBQHG \
  | 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: ca400233d6106e588e72fd9ebed83039befb1501d550fe90cdae907f6fb45d37
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "32ef0b521db99df5f71a422d28e04d13e8f6846a622cc982a6d90589f352b08c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-24T17:05:26Z",
    "title_canon_sha256": "c2c85bec35b63b3e447563ead36ab0a8088ac9d70a00108e2a7305eac7310372"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18552",
    "kind": "arxiv",
    "version": 2
  }
}