Pith Number

pith:35IEUEAN

pith:2019:35IEUEANROOOJYXCILETQIQ7GX

not attested not anchored not stored refs pending

TreeGen: A Tree-Based Transformer Architecture for Code Generation

Lili Mou, Lu Zhang, Qihao Zhu, Yican Sun, Yingfei Xiong, Zeyu Sun

arxiv:1911.09983 v2 · 2019-11-22 · cs.LG · cs.SE

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\usepackage{pith}
\pithnumber{35IEUEANROOOJYXCILETQIQ7GX}

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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

Seamlessly Integrating Tree-Based Positional Embeddings into Transformer Models for Source Code Representation

Receipt and verification

First computed	2026-07-05T00:22:43.463308Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df504a100d8b9ce4e2e242c938221f35e1ac715991270face53d22b649ab6b6c

Aliases

arxiv: 1911.09983 · arxiv_version: 1911.09983v2 · doi: 10.48550/arxiv.1911.09983 · pith_short_12: 35IEUEANROOO · pith_short_16: 35IEUEANROOOJYXC · pith_short_8: 35IEUEAN

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/35IEUEANROOOJYXCILETQIQ7GX \
  | 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: df504a100d8b9ce4e2e242c938221f35e1ac715991270face53d22b649ab6b6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ebb4a9912bcfbaaeab2fe8fbde86e60a824761bef46ec2aca88c337e7a8e232c",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-22T11:45:26Z",
    "title_canon_sha256": "4180394904c0e444394da28f9179f6f3e5e237996a6c46773dd03891747fd409"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.09983",
    "kind": "arxiv",
    "version": 2
  }
}