Pith Number

pith:UIOQDH66

pith:2021:UIOQDH66T3D26DYB72IDU6WKRO

not attested not anchored not stored refs pending

Empirical Analysis of Training Strategies of Transformer-based Japanese Chit-chat Systems

Hideharu Nakajima, Hiroaki Sugiyama, Hiromi Narimatsu, Masahiro Mizukami, Toyomi Meguro, Tsunehiro Arimoto, Yuya Chiba

arxiv:2109.05217 v1 · 2021-09-11 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UIOQDH66T3D26DYB72IDU6WKRO}

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	2026-07-05T03:13:36.463086Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a21d019fde9ec7af0f01fe903a7aca8bbdd419f55dcc5f638f89cd96c323d001

Aliases

arxiv: 2109.05217 · arxiv_version: 2109.05217v1 · doi: 10.48550/arxiv.2109.05217 · pith_short_12: UIOQDH66T3D2 · pith_short_16: UIOQDH66T3D26DYB · pith_short_8: UIOQDH66

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/UIOQDH66T3D26DYB72IDU6WKRO \
  | 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: a21d019fde9ec7af0f01fe903a7aca8bbdd419f55dcc5f638f89cd96c323d001

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0b30c2fb95caf8295aeab938c26899cdf4250cf990abc2426605c62556b50b4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-09-11T08:24:23Z",
    "title_canon_sha256": "22223f3e0485de364b0c68c5becf968c597bf483b693262342b1134e2dd006ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.05217",
    "kind": "arxiv",
    "version": 1
  }
}