Pith. sign in
Pith Number

pith:JH3MZYDN

pith:2022:JH3MZYDNA5GF3EVQKXFRPSZU2C
not attested not anchored not stored refs pending

Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation

Hanjie Chen, Wanyu Du, Yangfeng Ji

arxiv:2205.09661 v2 · 2022-05-19 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JH3MZYDNA5GF3EVQKXFRPSZU2C}

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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 2026-07-05T05:05:47.482491Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

49f6cce06d074c5d92b055cb17cb34d0878b9c6090fc771256f09adf6377b743

Aliases

arxiv: 2205.09661 · arxiv_version: 2205.09661v2 · doi: 10.48550/arxiv.2205.09661 · pith_short_12: JH3MZYDNA5GF · pith_short_16: JH3MZYDNA5GF3EVQ · pith_short_8: JH3MZYDN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JH3MZYDNA5GF3EVQKXFRPSZU2C \
  | 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: 49f6cce06d074c5d92b055cb17cb34d0878b9c6090fc771256f09adf6377b743
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fd87dc551b9a714ff2cab802b21fbf41144ea685cb038a8207c9ce808114b2fe",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-19T16:25:50Z",
    "title_canon_sha256": "3c9441b05b8427d9f26568b1c35dedd526391e9694b9bba4d66886c2ea3e3e80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.09661",
    "kind": "arxiv",
    "version": 2
  }
}