Pith Number

pith:2CSBWTKH

pith:2020:2CSBWTKHPVSZHX4RKAROBPIV7J

not attested not anchored not stored refs pending

Regularized Forward-Backward Decoder for Attention Models

Gerhard Rigoll, Ludwig K\"urzinger, Lujun Li, Tobias Watzel

arxiv:2006.08506 v2 · 2020-06-15 · eess.AS · 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{2CSBWTKHPVSZHX4RKAROBPIV7J}

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.

Receipt and verification

First computed	2026-07-05T01:47:25.890989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0a41b4d477d6593df915022e0bd15fa537f96ac4271cffc653f4dc4fc3a96c4

Aliases

arxiv: 2006.08506 · arxiv_version: 2006.08506v2 · doi: 10.48550/arxiv.2006.08506 · pith_short_12: 2CSBWTKHPVSZ · pith_short_16: 2CSBWTKHPVSZHX4R · pith_short_8: 2CSBWTKH

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/2CSBWTKHPVSZHX4RKAROBPIV7J \
  | 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: d0a41b4d477d6593df915022e0bd15fa537f96ac4271cffc653f4dc4fc3a96c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a9f779cbbbc7a893dfd4f7ef8a3956eca579967deb69162a5172ef3534e2b59",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2020-06-15T16:04:16Z",
    "title_canon_sha256": "af581685d739dfa4e755d36f7de2132f53bb0c01913993df0fba2e8300e30e0f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.08506",
    "kind": "arxiv",
    "version": 2
  }
}