Pith Number

pith:WQOEH5XC

pith:2021:WQOEH5XCFFV2MB5G3CZSWH5VJY

not attested not anchored not stored refs pending

Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models

Dongyan Zhao, Songfang Huang, Yansong Feng, Yijia Liu, Yuxuan Lai

arxiv:2104.07204 v2 · 2021-04-15 · cs.CL

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\usepackage{pith}
\pithnumber{WQOEH5XCFFV2MB5G3CZSWH5VJY}

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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

Improving Large Language Models with Concept-Aware Fine-Tuning

Receipt and verification

First computed	2026-07-05T02:44:06.153409Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b41c43f6e2296ba607a6d8b32b1fb54e267a69b3a60f63e5d326bef7a7f7d0ff

Aliases

arxiv: 2104.07204 · arxiv_version: 2104.07204v2 · doi: 10.48550/arxiv.2104.07204 · pith_short_12: WQOEH5XCFFV2 · pith_short_16: WQOEH5XCFFV2MB5G · pith_short_8: WQOEH5XC

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/WQOEH5XCFFV2MB5G3CZSWH5VJY \
  | 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: b41c43f6e2296ba607a6d8b32b1fb54e267a69b3a60f63e5d326bef7a7f7d0ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81db396b647758de63e23a26f953932e9c81c6da463267f6abb9c7dd9b43b293",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-04-15T02:36:49Z",
    "title_canon_sha256": "724d8912a58f7465421e049196c52ccd655cb0feeb5eade8e12586613286668c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.07204",
    "kind": "arxiv",
    "version": 2
  }
}