Pith Number

pith:VTIGCJ5X

pith:2021:VTIGCJ5XFTRYWJS6SL2RVO3EFW

not attested not anchored not stored refs pending

Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models

Bryan McCann, Caiming Xiong, Ehsan Hosseini-Asl, Tianxing He

arxiv:2101.06829 v2 · 2021-01-18 · 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{VTIGCJ5XFTRYWJS6SL2RVO3EFW}

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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.

Cited by

1 paper in Pith

LSEBMCL: A Latent Space Energy-Based Model for Continual Learning

Receipt and verification

First computed	2026-07-05T02:16:38.217843Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

acd06127b72ce38b265e92f51abb642d840f64fe871f672b13ef6e4d664af02e

Aliases

arxiv: 2101.06829 · arxiv_version: 2101.06829v2 · doi: 10.48550/arxiv.2101.06829 · pith_short_12: VTIGCJ5XFTRY · pith_short_16: VTIGCJ5XFTRYWJS6 · pith_short_8: VTIGCJ5X

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/VTIGCJ5XFTRYWJS6SL2RVO3EFW \
  | 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: acd06127b72ce38b265e92f51abb642d840f64fe871f672b13ef6e4d664af02e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da01361134330dd16e4a05e0e0d791fae7f39f5415f0b17d8f6b703290abdeed",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-01-18T01:41:31Z",
    "title_canon_sha256": "b31a7628c1dc3e69bb757f5cfa60104d24396650e17da704fc77bdf5a285512f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.06829",
    "kind": "arxiv",
    "version": 2
  }
}