Pith Number

pith:N76OIAKA

pith:2022:N76OIAKA23N4AZQRSYM7X5M3SV

not attested not anchored not stored refs pending

Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue

Bowen Yu, Chang Gao, Haiyang Yu, Jian Sun, Nevin L. Zhang, Yingxiu Zhao, Yinhe Zheng, Yongbin Li, Zhiliang Tian

arxiv:2210.07783 v2 · 2022-10-14 · cs.CL · cs.AI · 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{N76OIAKA23N4AZQRSYM7X5M3SV}

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.

Cited by

1 paper in Pith

Enhancing Memory Recall in LLMs with Gauss-Tin: A Hybrid Instructional and Gaussian Replay Approach

Receipt and verification

First computed	2026-07-05T05:19:19.458885Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ffce40140d6dbc066119619fbf59b956d7fd88fcb35d854965955bf273df7aa

Aliases

arxiv: 2210.07783 · arxiv_version: 2210.07783v2 · doi: 10.48550/arxiv.2210.07783 · pith_short_12: N76OIAKA23N4 · pith_short_16: N76OIAKA23N4AZQR · pith_short_8: N76OIAKA

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/N76OIAKA23N4AZQRSYM7X5M3SV \
  | 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: 6ffce40140d6dbc066119619fbf59b956d7fd88fcb35d854965955bf273df7aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2afd9545a4cf95cfb15205140571aadcb96fd13dddcc9544f7f16d937d9308f9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-14T13:12:14Z",
    "title_canon_sha256": "db4724ce97bd99aec657571fd7787e8cd501343e19c103e08920840d3bad4bed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.07783",
    "kind": "arxiv",
    "version": 2
  }
}