Pith Number

pith:DUHBYBKC

pith:2021:DUHBYBKCH3EWAIFV7WCVJRB2CC

not attested not anchored not stored refs pending

Learning from Perturbations: Diverse and Informative Dialogue Generation with Inverse Adversarial Training

Chenle Li, Qifei Li, Wangchunshu Zhou

arxiv:2105.15171 v1 · 2021-05-31 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DUHBYBKCH3EWAIFV7WCVJRB2CC}

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	2026-07-05T02:44:45.585277Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d0e1c05423ec96020b5fd8554c43a10b8c8ae48a4170a9cc56c1b0f0a797b07

Aliases

arxiv: 2105.15171 · arxiv_version: 2105.15171v1 · doi: 10.48550/arxiv.2105.15171 · pith_short_12: DUHBYBKCH3EW · pith_short_16: DUHBYBKCH3EWAIFV · pith_short_8: DUHBYBKC

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/DUHBYBKCH3EWAIFV7WCVJRB2CC \
  | 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: 1d0e1c05423ec96020b5fd8554c43a10b8c8ae48a4170a9cc56c1b0f0a797b07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4843af60952c58c195ef71a8215a971b5182a588fca2682dde5eefe43ee8754b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-05-31T17:28:37Z",
    "title_canon_sha256": "fda68ca1710b7dd57ee0846cc4e86fd0a9652f20497c4b68ce1f51ab8c9d6d25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.15171",
    "kind": "arxiv",
    "version": 1
  }
}