Pith Number

pith:DJCLNAC2

pith:2023:DJCLNAC2APDC5F4TGF3DLBLDLD

not attested not anchored not stored refs pending

Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs

Abishek Komma, Angeliki Metallinou, Anuj Goyal, Aram Galstyan, Nagesh Panyam Chandrasekarasastry, Spyros Matsoukas, Timothy Leffel

arxiv:2306.03984 v2 · 2023-06-06 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DJCLNAC2APDC5F4TGF3DLBLDLD}

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	2026-07-05T08:36:18.086263Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a44b6805a03c62e9793317635856358d61ec930fcd35f28bf760d59708fa0cb

Aliases

arxiv: 2306.03984 · arxiv_version: 2306.03984v2 · doi: 10.48550/arxiv.2306.03984 · pith_short_12: DJCLNAC2APDC · pith_short_16: DJCLNAC2APDC5F4T · pith_short_8: DJCLNAC2

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/DJCLNAC2APDC5F4TGF3DLBLDLD \
  | 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: 1a44b6805a03c62e9793317635856358d61ec930fcd35f28bf760d59708fa0cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3e62946775efa73dcb99446ac8ef61a87ea9a53e1e7a8e3f6bff500d88d08b7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-06T19:43:29Z",
    "title_canon_sha256": "b139ee95bb9a91b832effbb3946d22cc38a05c069d1503fecaafcca7c0396c0f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.03984",
    "kind": "arxiv",
    "version": 2
  }
}