Pith Number

pith:7QMVCB33

pith:2024:7QMVCB33PDQ5ZYPIXLOSF6LAJ7

not attested not anchored not stored refs pending

Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Models

Colin Zhang, Da Zheng, Debing Zhang, Junfeng Tian, Rui Wang, Yang Cheng

arxiv:2409.04774 v1 · 2024-09-07 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{7QMVCB33PDQ5ZYPIXLOSF6LAJ7}

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Record completeness

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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

NExtLong: Toward Effective Long-Context Training without Long Documents

Receipt and verification

First computed	2026-07-05T09:04:17.794625Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fc1951077b78e1dce1e8badd22f9604ff01ee271ce4ccec24b7cf684b71b980c

Aliases

arxiv: 2409.04774 · arxiv_version: 2409.04774v1 · doi: 10.48550/arxiv.2409.04774 · pith_short_12: 7QMVCB33PDQ5 · pith_short_16: 7QMVCB33PDQ5ZYPI · pith_short_8: 7QMVCB33

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/7QMVCB33PDQ5ZYPIXLOSF6LAJ7 \
  | 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: fc1951077b78e1dce1e8badd22f9604ff01ee271ce4ccec24b7cf684b71b980c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fac3e681a93c2d99b76179492f8578f3c21ec992be438494f3a779e74c33cf75",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-07T09:28:55Z",
    "title_canon_sha256": "d404cadb94f8aceabc9e87077d8cc0900d723f9336931e20e034ee04adb55d74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.04774",
    "kind": "arxiv",
    "version": 1
  }
}