Pith Number

pith:MLNGRCSN

pith:2022:MLNGRCSNF4LN4PHNUWXONT5TBI

not attested not anchored not stored refs pending

A Contrastive Framework for Neural Text Generation

Dani Yogatama, Lingpeng Kong, Nigel Collier, Tian Lan, Yan Wang, Yixuan Su

arxiv:2202.06417 v3 · 2022-02-13 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MLNGRCSNF4LN4PHNUWXONT5TBI}

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.

Cited by

2 papers in Pith

SCENIC: Semantic-Conditioned Edge-Aware Neural Framework for Structured IoT Command Generation

RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment

Receipt and verification

First computed	2026-07-05T05:00:40.287956Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62da688a4d2f16de3ceda5aee6cfb30a31de641728925425060ccd7c86031895

Aliases

arxiv: 2202.06417 · arxiv_version: 2202.06417v3 · doi: 10.48550/arxiv.2202.06417 · pith_short_12: MLNGRCSNF4LN · pith_short_16: MLNGRCSNF4LN4PHN · pith_short_8: MLNGRCSN

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/MLNGRCSNF4LN4PHNUWXONT5TBI \
  | 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: 62da688a4d2f16de3ceda5aee6cfb30a31de641728925425060ccd7c86031895

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6670c28c5f1a3f0de6b6d5bca35cd7f70eca9043eef78e39f7d693740622a478",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-02-13T21:46:14Z",
    "title_canon_sha256": "a5d2a77698ec196cee920699253159f8733ffa93960ff6b5a7559d2722f50a0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.06417",
    "kind": "arxiv",
    "version": 3
  }
}