Pith Number

pith:KHKXCYAZ

pith:2018:KHKXCYAZRYZ7SUZTTKNLCL4FWI

not attested not anchored not stored refs pending

Improving Robustness of Neural Dialog Systems in a Data-Efficient Way with Turn Dropout

Igor Shalyminov, Sungjin Lee

arxiv:1811.12148 v1 · 2018-11-29 · 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{KHKXCYAZRYZ7SUZTTKNLCL4FWI}

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	2026-05-17T23:59:34.317434Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51d57160198e33f953339a9ab12f85b212f9dd5ef2c713c3e2e1b863ec98c883

Aliases

arxiv: 1811.12148 · arxiv_version: 1811.12148v1 · doi: 10.48550/arxiv.1811.12148 · pith_short_12: KHKXCYAZRYZ7 · pith_short_16: KHKXCYAZRYZ7SUZT · pith_short_8: KHKXCYAZ

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/KHKXCYAZRYZ7SUZTTKNLCL4FWI \
  | 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: 51d57160198e33f953339a9ab12f85b212f9dd5ef2c713c3e2e1b863ec98c883

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89797d0ca125fb1361d0108801f3f20ca2b4d406e8eebc90115c70e04de79308",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-11-29T14:03:00Z",
    "title_canon_sha256": "367f2d69c767379adc9238ed55da5398db9d583a0172e1e0555c45c35b6ff451"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.12148",
    "kind": "arxiv",
    "version": 1
  }
}