Pith Number

pith:M5WOZ35G

pith:2017:M5WOZ35GFO3G226UP25FZLOOOF

not attested not anchored not stored refs pending

Maximum-Likelihood Augmented Discrete Generative Adversarial Networks

R Devon Hjelm, Ruixiang Zhang, Tong Che, Wenjie Li, Yangqiu Song, Yanran Li, Yoshua Bengio

arxiv:1702.07983 v1 · 2017-02-26 · cs.AI · 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{M5WOZ35GFO3G226UP25FZLOOOF}

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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

3 papers in Pith

Evaluating Computational Language Models with Scaling Properties of Natural Language

Justifying Diagnosis Decisions by Deep Neural Networks

Survey on reinforcement learning for language processing

Receipt and verification

First computed	2026-05-18T00:49:56.473915Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

676cecefa62bb66d6bd47eba5cadce7155a9b1c1aea56b35caaf6463d7ae2b03

Aliases

arxiv: 1702.07983 · arxiv_version: 1702.07983v1 · doi: 10.48550/arxiv.1702.07983 · pith_short_12: M5WOZ35GFO3G · pith_short_16: M5WOZ35GFO3G226U · pith_short_8: M5WOZ35G

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/M5WOZ35GFO3G226UP25FZLOOOF \
  | 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: 676cecefa62bb66d6bd47eba5cadce7155a9b1c1aea56b35caaf6463d7ae2b03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e76309075f2f7c000c9a238f901ced20a7f0be33dd30f611370d2ae3d3177e8",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-02-26T03:19:13Z",
    "title_canon_sha256": "d3c72fc22e1d37f3921d9428d496e389073ab5500f4e96f77632ece38d157aef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1702.07983",
    "kind": "arxiv",
    "version": 1
  }
}