pith. sign in
Pith Number

pith:VTIDPPGH

pith:2023:VTIDPPGH5W7F7DZXFJ63JX4QQC
not attested not anchored not stored refs pending

Blending Reward Functions via Few Expert Demonstrations for Faithful and Accurate Knowledge-Grounded Dialogue Generation

Wanyu Du, Yangfeng Ji

arxiv:2311.00953 v1 · 2023-11-02 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VTIDPPGH5W7F7DZXFJ63JX4QQC}

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 2026-07-05T07:08:18.210119Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

acd037bcc7edbe5f8f372a7db4df908088d890a93e45c67fc81478a897b90008

Aliases

arxiv: 2311.00953 · arxiv_version: 2311.00953v1 · doi: 10.48550/arxiv.2311.00953 · pith_short_12: VTIDPPGH5W7F · pith_short_16: VTIDPPGH5W7F7DZX · pith_short_8: VTIDPPGH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VTIDPPGH5W7F7DZXFJ63JX4QQC \
  | 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: acd037bcc7edbe5f8f372a7db4df908088d890a93e45c67fc81478a897b90008
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5ce940a699ac20e13a7d2c710514d3ec55f244f5ad9fb732c5f0326a9f91171f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-02T02:42:41Z",
    "title_canon_sha256": "2289cf407c10c2489e2117ae534e3679015a536097dc3c42ba6437798818ebf6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.00953",
    "kind": "arxiv",
    "version": 1
  }
}