Pith Number

pith:JY4WXO6V

pith:2020:JY4WXO6VA3UXV5FC3FGUHRW4QR

not attested not anchored not stored refs pending

Improving Machine Reading Comprehension with Single-choice Decision and Transfer Learning

Jing Gong, Mu Li, Peng Meng, Shuangzhi Wu, Weiliang Lin, Yahui Cheng, Yufan Jiang, Zhibo Chen

arxiv:2011.03292 v2 · 2020-11-06 · 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{JY4WXO6VA3UXV5FC3FGUHRW4QR}

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

Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model

Receipt and verification

First computed	2026-07-05T01:52:03.018119Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e396bbbd506e97af4a2d94d43c6dc846b8bd2be906f960e6e8ead9fc198bee9

Aliases

arxiv: 2011.03292 · arxiv_version: 2011.03292v2 · doi: 10.48550/arxiv.2011.03292 · pith_short_12: JY4WXO6VA3UX · pith_short_16: JY4WXO6VA3UXV5FC · pith_short_8: JY4WXO6V

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/JY4WXO6VA3UXV5FC3FGUHRW4QR \
  | 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: 4e396bbbd506e97af4a2d94d43c6dc846b8bd2be906f960e6e8ead9fc198bee9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4b2614e6a854889d47b1989ce9cb42efbe699822f100f6366a16c1cc4b38666",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-11-06T11:33:29Z",
    "title_canon_sha256": "f6ad4b0689221602e078ee5e77e29aaa0ab0d36898665a4e0c2613cd2a13aec5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.03292",
    "kind": "arxiv",
    "version": 2
  }
}