Pith. sign in
Pith Number

pith:M3BCDNQ4

pith:2024:M3BCDNQ43AD6IJXLMVLFQ6LT4T
not attested not anchored not stored refs pending

Can bidirectional encoder become the ultimate winner for downstream applications of foundation models?

Juao Fan, Lewen Yang, Shengxin Zhu, Xinyi Xie, Xuanyu Zhou

arxiv:2411.18021 v1 · 2024-11-27 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{M3BCDNQ43AD6IJXLMVLFQ6LT4T}

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 2026-07-05T09:41:10.569824Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

66c221b61cd807e426eb6556587973e4cb2a1b1d6503dfc4691608b698dbd4b6

Aliases

arxiv: 2411.18021 · arxiv_version: 2411.18021v1 · doi: 10.48550/arxiv.2411.18021 · pith_short_12: M3BCDNQ43AD6 · pith_short_16: M3BCDNQ43AD6IJXL · pith_short_8: M3BCDNQ4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/M3BCDNQ43AD6IJXLMVLFQ6LT4T \
  | 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: 66c221b61cd807e426eb6556587973e4cb2a1b1d6503dfc4691608b698dbd4b6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b7ac94624bde1c70b1cb99e4b09eff96008760b4ee4d16db5160da12fd36eddf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-27T03:31:14Z",
    "title_canon_sha256": "a0e0c51c814abe78751a52ff82a8e482b2e9904b451848e39f2bc61eff0851d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18021",
    "kind": "arxiv",
    "version": 1
  }
}