Pith Number

pith:TV6ZY2PX

pith:2020:TV6ZY2PXJMXR2ZC3RG2WF42TSP

not attested not anchored not stored refs pending

TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation

Christof Monz, Maarten de Rijke, Shaojie Jiang, Thomas Wolf

arxiv:2003.11963 v2 · 2020-03-26 · 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{TV6ZY2PXJMXR2ZC3RG2WF42TSP}

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

Learning to Insert [PAUSE] Tokens for Better Reasoning

Receipt and verification

First computed	2026-07-05T00:54:04.588455Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d7d9c69f74b2f1d645b89b562f35393ca5c95fad3b46b924d1b38f9a6c9cdfc

Aliases

arxiv: 2003.11963 · arxiv_version: 2003.11963v2 · doi: 10.48550/arxiv.2003.11963 · pith_short_12: TV6ZY2PXJMXR · pith_short_16: TV6ZY2PXJMXR2ZC3 · pith_short_8: TV6ZY2PX

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/TV6ZY2PXJMXR2ZC3RG2WF42TSP \
  | 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: 9d7d9c69f74b2f1d645b89b562f35393ca5c95fad3b46b924d1b38f9a6c9cdfc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcbdbf58109be1f0d2875bcc6e0f4f9a711f0e94c5a5e346ab3afda3e3e940bb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-03-26T15:01:37Z",
    "title_canon_sha256": "bbb02c4a2f9a116b0b38881b8599c5648635d6124afac2a171832012bd2dc321"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.11963",
    "kind": "arxiv",
    "version": 2
  }
}