Pith Number

pith:LNRQJKWO

pith:2021:LNRQJKWOE77FKO643UZAJOXDG5

not attested not anchored not stored refs pending

Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey

Amir Pouran Ben Veyseh, Bonan Min, Dan Roth, Elior Sulem, Eneko Agirre, Hayley Ross, Ilana Heinz, Oscar Sainz, Thien Huu Nguyen

arxiv:2111.01243 v1 · 2021-11-01 · cs.CL · cs.AI · 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{LNRQJKWOE77FKO643UZAJOXDG5}

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

1 paper in Pith

A Comprehensive Overview of Large Language Models

Receipt and verification

First computed	2026-07-05T03:28:00.656694Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b6304aace27fe553bdcdd3204bae3377bba8cac0a4ac9059e13599c52375009

Aliases

arxiv: 2111.01243 · arxiv_version: 2111.01243v1 · doi: 10.48550/arxiv.2111.01243 · pith_short_12: LNRQJKWOE77F · pith_short_16: LNRQJKWOE77FKO64 · pith_short_8: LNRQJKWO

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/LNRQJKWOE77FKO643UZAJOXDG5 \
  | 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: 5b6304aace27fe553bdcdd3204bae3377bba8cac0a4ac9059e13599c52375009

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e14ed69830e031a466f36342d81f39309af953c2329e26cac643a7424d559f73",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-11-01T20:08:05Z",
    "title_canon_sha256": "d19802ae31a3dbce56a349c678f293684c0d457d77332228414736f4a90f473e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.01243",
    "kind": "arxiv",
    "version": 1
  }
}