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pith:6UF72UXC

pith:2024:6UF72UXCFEA5PZMIQAASB75B7D
not attested not anchored not stored refs pending

Symbolic Working Memory Enhances Language Models for Complex Rule Application

Siyuan Wang, Xiang Ren, Yejin Choi, Zhongyu Wei

arxiv:2408.13654 v1 · 2024-08-24 · cs.CL

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\pithnumber{6UF72UXCFEA5PZMIQAASB75B7D}

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3 Author claim open · sign in to claim
4 Citations open
5 Replications open
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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.

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2 papers in Pith

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First computed 2026-07-05T08:58:53.690050Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f50bfd52e22901d7e588800120ffa1f8ea942d4ab974ff0d0aecd51ed590ad08

Aliases

arxiv: 2408.13654 · arxiv_version: 2408.13654v1 · doi: 10.48550/arxiv.2408.13654 · pith_short_12: 6UF72UXCFEA5 · pith_short_16: 6UF72UXCFEA5PZMI · pith_short_8: 6UF72UXC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6UF72UXCFEA5PZMIQAASB75B7D \
  | 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: f50bfd52e22901d7e588800120ffa1f8ea942d4ab974ff0d0aecd51ed590ad08
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "21e8eb1a664e0e01a6aca053c924b2f5c531de087d474c8eb772aae56a2b7449",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-24T19:11:54Z",
    "title_canon_sha256": "893656f1b44bbdb3b22ea88a15c6f44eeb1891c956294640dd7fb555e29838cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.13654",
    "kind": "arxiv",
    "version": 1
  }
}