Pith Number

pith:AAVB643T

pith:2021:AAVB643T3LCOW5JGYZOA4KQUAO

not attested not anchored not stored refs pending

BERT: A Review of Applications in Natural Language Processing and Understanding

M. V. Koroteev

arxiv:2103.11943 v1 · 2021-03-22 · 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{AAVB643T3LCOW5JGYZOA4KQUAO}

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

12 papers in Pith

A Physics-Informed Fourier-Wavelet Transformer for Multiscale Computational Fluid Dynamics Surrogate Modeling

Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory

Bandwidth-Aware LLM Inference on Heterogeneous Many-Core Supercomputers

CS-PQ: Cache-Friendly SIMD Product Quantization for Large-Scale ANNS Index Construction

RTP-LLM: High-Performance Alibaba LLM Inference Engine

Receipt and verification

First computed	2026-07-05T02:25:13.736577Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

002a1f7373dac4eb7526c65c0e2a14039318db897e79e2a1a5c09f54869c428d

Aliases

arxiv: 2103.11943 · arxiv_version: 2103.11943v1 · doi: 10.48550/arxiv.2103.11943 · pith_short_12: AAVB643T3LCO · pith_short_16: AAVB643T3LCOW5JG · pith_short_8: AAVB643T

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/AAVB643T3LCOW5JGYZOA4KQUAO \
  | 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: 002a1f7373dac4eb7526c65c0e2a14039318db897e79e2a1a5c09f54869c428d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43ee2f857a4b342d8283731a4dcaeb951a7a7458542caa3b5f19a965b9c3f6b1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-03-22T15:34:39Z",
    "title_canon_sha256": "62a59b3cbfb9ba0f9b877dfb635c7ddf119edc29c6ac6cc427ea92f89d50384d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.11943",
    "kind": "arxiv",
    "version": 1
  }
}