Pith Number

pith:2GVYVACD

pith:2018:2GVYVACDIOCMQNQFWQGBZ7SNV2

not attested not anchored not stored refs pending

An Empirical Exploration of Curriculum Learning for Neural Machine Translation

Gaurav Kumar, Huda Khayrallah, Jeremy Gwinnup, Kenton Murray, Kevin Duh, Marianna J Martindale, Marine Carpuat, Paul McNamee, Xuan Zhang

arxiv:1811.00739 v1 · 2018-11-02 · cs.CL · cs.LG

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

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

1 paper in Pith

The Benefits of Temporal Correlations: SGD Learns k-Juntas from Random Walks Efficiently

Receipt and verification

First computed	2026-05-18T00:01:42.319047Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1ab8a80434384c83605b40c1cfe4dae9e0776bf0fa2897e3f7f3425b75dfdad

Aliases

arxiv: 1811.00739 · arxiv_version: 1811.00739v1 · doi: 10.48550/arxiv.1811.00739 · pith_short_12: 2GVYVACDIOCM · pith_short_16: 2GVYVACDIOCMQNQF · pith_short_8: 2GVYVACD

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/2GVYVACDIOCMQNQFWQGBZ7SNV2 \
  | 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: d1ab8a80434384c83605b40c1cfe4dae9e0776bf0fa2897e3f7f3425b75dfdad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "692195fe2ae5f9664145c3fb52ec5aa046fc13064b723b2bef3879b130dd1327",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-11-02T05:05:26Z",
    "title_canon_sha256": "9817f9c6db9ecc5b4c5acd87a75188dc26f5c598c7254b5f6e440c6a8fba084d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.00739",
    "kind": "arxiv",
    "version": 1
  }
}