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Pith
Pith Number

pith:276XKXCO

pith:2024:276XKXCO3IXGLVC7CIDS64DOKR
not attested not anchored not stored refs pending

Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion

Enneng Yang, Guibing Guo, Jianzhe Zhao, Pengxiang Lan, Xingwei Wang, Yuting Liu

arxiv:2405.11464 v3 · 2024-05-19 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{276XKXCO3IXGLVC7CIDS64DOKR}

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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.
Receipt and verification
First computed 2026-07-05T09:47:30.270137Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d7fd755c4eda2e65d45f12072f706e54453aea929a41de177539fc36f85d8ff7

Aliases

arxiv: 2405.11464 · arxiv_version: 2405.11464v3 · doi: 10.48550/arxiv.2405.11464 · pith_short_12: 276XKXCO3IXG · pith_short_16: 276XKXCO3IXGLVC7 · pith_short_8: 276XKXCO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/276XKXCO3IXGLVC7CIDS64DOKR \
  | 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: d7fd755c4eda2e65d45f12072f706e54453aea929a41de177539fc36f85d8ff7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "955b6d8a9afa6bf843e674fa9776ce076731d33524ad31c6441f1c3d66c3f241",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-19T06:43:12Z",
    "title_canon_sha256": "64dd2905a556be50fbfcac200088307f9972c6eb66fb179ad5741b4f9d7bc770"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.11464",
    "kind": "arxiv",
    "version": 3
  }
}