Pith. sign in
Pith Number

pith:AY6KSZCM

pith:2021:AY6KSZCMBVMYVTG3FU4WG7GPFI
not attested not anchored not stored refs pending

ConvFiT: Conversational Fine-Tuning of Pretrained Language Models

Daniela Gerz, I\~nigo Casanueva, Ivan Vuli\'c, Nikola Mrk\v{s}i\'c, Pawe{\l} Budzianowski, Pei-Hao Su, Sam Coope, Tsung-Hsien Wen

arxiv:2109.10126 v1 · 2021-09-21 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{AY6KSZCMBVMYVTG3FU4WG7GPFI}

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 2026-07-05T03:15:58.433261Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

063ca9644c0d598accdb2d39637ccf2a1eeabcfa4f3213c9179da5f12cb60619

Aliases

arxiv: 2109.10126 · arxiv_version: 2109.10126v1 · doi: 10.48550/arxiv.2109.10126 · pith_short_12: AY6KSZCMBVMY · pith_short_16: AY6KSZCMBVMYVTG3 · pith_short_8: AY6KSZCM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AY6KSZCMBVMYVTG3FU4WG7GPFI \
  | 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: 063ca9644c0d598accdb2d39637ccf2a1eeabcfa4f3213c9179da5f12cb60619
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d50bb086b87fc7d54cca238623b4b3398b5ce4d574fbdc870bd1a24aca5d5fda",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-09-21T12:16:56Z",
    "title_canon_sha256": "b81e9c46667cd18be400bde3d5653967453a2f7ff3e07ff05a5a5e79e26fc9c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.10126",
    "kind": "arxiv",
    "version": 1
  }
}