Pith Number

pith:XTIYPLVL

pith:2017:XTIYPLVL3V42IDZL72KUP235QD

not attested not anchored not stored refs pending

Toward Continual Learning for Conversational Agents

Sungjin Lee

arxiv:1712.09943 v3 · 2017-12-28 · cs.CL · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XTIYPLVL3V42IDZL72KUP235QD}

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

Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Receipt and verification

First computed	2026-05-18T00:26:23.146015Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bcd187aeabdd79a40f2bfe9547eb7d80dfc90ede4d2e2420561a317ecb436730

Aliases

arxiv: 1712.09943 · arxiv_version: 1712.09943v3 · doi: 10.48550/arxiv.1712.09943 · pith_short_12: XTIYPLVL3V42 · pith_short_16: XTIYPLVL3V42IDZL · pith_short_8: XTIYPLVL

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/XTIYPLVL3V42IDZL72KUP235QD \
  | 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: bcd187aeabdd79a40f2bfe9547eb7d80dfc90ede4d2e2420561a317ecb436730

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75a549f7827d0c454ab3fd06537057e46294661cea148fbb81a56b515b0c3de4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-12-28T17:21:42Z",
    "title_canon_sha256": "8b0104bd7f3ac8484fc5f1265d74e5cd7595a3ad5f97c5fa88ce410686f239a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.09943",
    "kind": "arxiv",
    "version": 3
  }
}