Pith Number

pith:HGLHK3IH

pith:2018:HGLHK3IHSK2CIYMA3QZVYUFW6B

not attested not anchored not stored refs pending

Connecting the Dots Between MLE and RL for Sequence Prediction

Bowen Tan, Eric Xing, Ruslan Salakhutdinov, Zhiting Hu, Zichao Yang

arxiv:1811.09740 v2 · 2018-11-24 · cs.LG · cs.AI · cs.CL · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HGLHK3IHSK2CIYMA3QZVYUFW6B}

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	2026-05-17T23:41:53.674158Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3996756d0792b4246180dc335c50b6f04a97bb5ee6cb578155dd94d3f2d20f2f

Aliases

arxiv: 1811.09740 · arxiv_version: 1811.09740v2 · doi: 10.48550/arxiv.1811.09740 · pith_short_12: HGLHK3IHSK2C · pith_short_16: HGLHK3IHSK2CIYMA · pith_short_8: HGLHK3IH

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/HGLHK3IHSK2CIYMA3QZVYUFW6B \
  | 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: 3996756d0792b4246180dc335c50b6f04a97bb5ee6cb578155dd94d3f2d20f2f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f7c7563d414b7e1c189e2e871f9df1d8414e58880ff442fd2395bb249049bf9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-24T01:33:39Z",
    "title_canon_sha256": "0e4ecd781ae82654f70d8d19c692b7f00bb0c6b20c7e451e6b6ad993388bdf2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.09740",
    "kind": "arxiv",
    "version": 2
  }
}