Pith. sign in
Pith Number

pith:5NIAEC45

pith:2025:5NIAEC456C63SLK2QZ5L5FZM52
not attested not anchored not stored refs pending

Training Dialogue Systems by AI Feedback for Improving Overall Dialogue Impression

Canasai Kruengkrai, Hiroaki Sugiyama, Kai Yoshida, Koichiro Yoshino, Masahiro Mizukami, Seiya Kawano

arxiv:2501.12698 v2 · 2025-01-22 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5NIAEC456C63SLK2QZ5L5FZM52}

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 2026-07-05T10:05:17.017705Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

eb50020b9df0bdb92d5a867abe972cee80b965daf73958ea0bb7ffb718683fae

Aliases

arxiv: 2501.12698 · arxiv_version: 2501.12698v2 · doi: 10.48550/arxiv.2501.12698 · pith_short_12: 5NIAEC456C63 · pith_short_16: 5NIAEC456C63SLK2 · pith_short_8: 5NIAEC45
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5NIAEC456C63SLK2QZ5L5FZM52 \
  | 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: eb50020b9df0bdb92d5a867abe972cee80b965daf73958ea0bb7ffb718683fae
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "81239b8c4c2db50a80624d3e103301a0c3e88281a0eba27c1e5cde3bfa69d209",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-22T08:14:51Z",
    "title_canon_sha256": "5531ecd1ff6b04c882880bd9772d58f8699902428352423e67b03fcfb24ec1bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.12698",
    "kind": "arxiv",
    "version": 2
  }
}