Pith Number

pith:7QVCOMFX

pith:2017:7QVCOMFX2BXXRHXVECRLFXTFWD

not attested not anchored not stored refs pending

Counterfactual Learning from Bandit Feedback under Deterministic Logging: A Case Study in Statistical Machine Translation

Artem Sokolov, Carolin Lawrence, Stefan Riezler

arxiv:1707.09118 v3 · 2017-07-28 · stat.ML · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7QVCOMFX2BXXRHXVECRLFXTFWD}

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	2026-05-18T00:28:02.085985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fc2a2730b7d06f789ef520a2b2de65b0dd89cd468175c51437cd8f3cb0acf54d

Aliases

arxiv: 1707.09118 · arxiv_version: 1707.09118v3 · doi: 10.48550/arxiv.1707.09118 · pith_short_12: 7QVCOMFX2BXX · pith_short_16: 7QVCOMFX2BXXRHXV · pith_short_8: 7QVCOMFX

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/7QVCOMFX2BXXRHXVECRLFXTFWD \
  | 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: fc2a2730b7d06f789ef520a2b2de65b0dd89cd468175c51437cd8f3cb0acf54d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a128f04212d86cf1d62c51931ead39130c1f3c4764e506c4148d7c32499e2a0",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-07-28T06:32:47Z",
    "title_canon_sha256": "1091136b30bea2a63d47b63823c7a7205d2b0923b7bd6ec2f9bfa6d22836b6fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.09118",
    "kind": "arxiv",
    "version": 3
  }
}