Pith Number

pith:XBX65FJW

pith:2024:XBX65FJW4TD6C5FRTVAVQ63E5T

not attested not anchored not stored refs pending

Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation

Haonan Chen, Jiongnan Liu, Kelong Mao, Zhicheng Dou, Ziliang Zhao

arxiv:2402.07092 v3 · 2024-02-11 · cs.CL · cs.IR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XBX65FJW4TD6C5FRTVAVQ63E5T}

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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.

Cited by

2 papers in Pith

Don't Retrieve, Generate: Prompting LLMs for Synthetic Training Data in Dense Retrieval

Modeling Multi-Dimensional Cognitive States in Large Language Models under Cognitive Crowding

Receipt and verification

First computed	2026-07-05T08:27:03.474501Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b86fee9536e4c7e174b19d41587b64ece079dfd87bb13596060a60b4095f2b8a

Aliases

arxiv: 2402.07092 · arxiv_version: 2402.07092v3 · doi: 10.48550/arxiv.2402.07092 · pith_short_12: XBX65FJW4TD6 · pith_short_16: XBX65FJW4TD6C5FR · pith_short_8: XBX65FJW

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/XBX65FJW4TD6C5FRTVAVQ63E5T \
  | 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: b86fee9536e4c7e174b19d41587b64ece079dfd87bb13596060a60b4095f2b8a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d97369f73988519b5ae12c3fe0e0ffcb9563596fd024e067bb030c94b577def",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-11T03:27:22Z",
    "title_canon_sha256": "3f84798e37df57cd43e5d5f27797a6bee8b8fd4eb7e6d9e7698d2132c9e8c264"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.07092",
    "kind": "arxiv",
    "version": 3
  }
}