Pith Number

pith:CUXXUWSG

pith:2020:CUXXUWSGBONW2SLWDJQCIGEC4K

not attested not anchored not stored refs pending

Continual Learning for Natural Language Generation in Task-oriented Dialog Systems

Boi Faltings, Fei Mi, Liangwei Chen, Mengjie Zhao, Minlie Huang

arxiv:2010.00910 v1 · 2020-10-02 · cs.CL · 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{CUXXUWSGBONW2SLWDJQCIGEC4K}

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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

Continual Learning for Generative AI: From LLMs to MLLMs and Beyond

Receipt and verification

First computed	2026-07-05T01:39:48.821779Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

152f7a5a460b9b6d49761a60241882e288c99238062f92614b11da0506bc17fe

Aliases

arxiv: 2010.00910 · arxiv_version: 2010.00910v1 · doi: 10.48550/arxiv.2010.00910 · pith_short_12: CUXXUWSGBONW · pith_short_16: CUXXUWSGBONW2SLW · pith_short_8: CUXXUWSG

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/CUXXUWSGBONW2SLWDJQCIGEC4K \
  | 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: 152f7a5a460b9b6d49761a60241882e288c99238062f92614b11da0506bc17fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "186c00cffdb678e0309189edf17f64a6f09a839533e4be43905cef3e382a0ff5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-10-02T10:32:29Z",
    "title_canon_sha256": "409c8404bcf945cadae0eb636125f57a72d2db6daa326a7c78161fb26fc65652"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.00910",
    "kind": "arxiv",
    "version": 1
  }
}