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Pith Number

pith:22AESH3A

pith:2020:22AESH3A6BQXML6KMBLXEYYWXY
not attested not anchored not stored refs pending

Reverse Engineering Configurations of Neural Text Generation Models

Andrew Tomkins, Che Zheng, Clifford Brunk, Dara Bahri, Donald Metzler, Yi Tay

arxiv:2004.06201 v1 · 2020-04-13 · cs.CL · cs.IR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{22AESH3A6BQXML6KMBLXEYYWXY}

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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

1 paper in Pith

Receipt and verification
First computed 2026-07-05T00:54:49.908492Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d680491f60f061762fca6057726316be08a928116f0e6b1ec6510ea910752964

Aliases

arxiv: 2004.06201 · arxiv_version: 2004.06201v1 · doi: 10.48550/arxiv.2004.06201 · pith_short_12: 22AESH3A6BQX · pith_short_16: 22AESH3A6BQXML6K · pith_short_8: 22AESH3A
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/22AESH3A6BQXML6KMBLXEYYWXY \
  | 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: d680491f60f061762fca6057726316be08a928116f0e6b1ec6510ea910752964
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d2f6e0b81bf49b417d4ac0b39595083afe49ec140ed9593de1a2bb15bb55ad62",
    "cross_cats_sorted": [
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-04-13T21:02:44Z",
    "title_canon_sha256": "feec9974c867591d4797b8deb27c48d6ee42a0d0eade1dfdc8a7e6b63b8193e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.06201",
    "kind": "arxiv",
    "version": 1
  }
}