Pith. sign in
Pith Number

pith:FZLWJLEP

pith:2020:FZLWJLEP5HVPZ2MGI6GWYE6NBT
not attested not anchored not stored refs pending

Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation

James Zou, Weixin Liang, Zhou Yu

arxiv:2005.10716 v2 · 2020-05-21 · cs.CL · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FZLWJLEP5HVPZ2MGI6GWYE6NBT}

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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 2026-07-05T01:37:10.528352Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2e5764ac8fe9eafce986478d6c13cd0cf2e81c07c666a6a03b65e4dad0d5e006

Aliases

arxiv: 2005.10716 · arxiv_version: 2005.10716v2 · doi: 10.48550/arxiv.2005.10716 · pith_short_12: FZLWJLEP5HVP · pith_short_16: FZLWJLEP5HVPZ2MG · pith_short_8: FZLWJLEP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FZLWJLEP5HVPZ2MGI6GWYE6NBT \
  | 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: 2e5764ac8fe9eafce986478d6c13cd0cf2e81c07c666a6a03b65e4dad0d5e006
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8c5b7a1a669472a276f61d6503051f740947e5d19e3beea92b52df5823136d5e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-05-21T15:14:49Z",
    "title_canon_sha256": "f515cba5167ee4a73f35fe1540107aef6c0c83866ac9f2115c745dc34f29c2a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.10716",
    "kind": "arxiv",
    "version": 2
  }
}