Pith Number

pith:USLVA3MG

pith:2024:USLVA3MGIUDG6ONYRL75QYQ553

not attested not anchored not stored refs pending

Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning

Dongha Lee, Jinyoung Yeo, Yeongbin Seo

arxiv:2407.16920 v2 · 2024-07-24 · 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{USLVA3MGIUDG6ONYRL75QYQ553}

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

In Praise of Stubbornness: An Empirical Case for Cognitive-Dissonance Aware Continual Update of Knowledge in LLMs

Receipt and verification

First computed	2026-07-05T10:09:45.687154Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a497506d8645066f39b88affd8621deed74bcaa39c6577c8cb32bfcb81b588bc

Aliases

arxiv: 2407.16920 · arxiv_version: 2407.16920v2 · doi: 10.48550/arxiv.2407.16920 · pith_short_12: USLVA3MGIUDG · pith_short_16: USLVA3MGIUDG6ONY · pith_short_8: USLVA3MG

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/USLVA3MGIUDG6ONYRL75QYQ553 \
  | 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: a497506d8645066f39b88affd8621deed74bcaa39c6577c8cb32bfcb81b588bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25aad0722ed4eb8be3c4253abdeddd9d6f1d1685f311cc57446593deb4230c97",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-24T01:04:34Z",
    "title_canon_sha256": "b382425e398601cd79791e86af00d83d4e0da58c4a996d303075fe793a6f019f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.16920",
    "kind": "arxiv",
    "version": 2
  }
}