Pith Number

pith:GDF735EN

pith:2023:GDF735ENLZVFFYK5LNPVMGBG2L

not attested not anchored not stored refs pending

RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models

Bryan Catanzaro, Jie Huang, Kevin Chen-Chuan Chang, Mohammad Shoeybi, Peng Xu, Wei Ping

arxiv:2308.07922 v3 · 2023-08-15 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{GDF735ENLZVFFYK5LNPVMGBG2L}

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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

3 papers in Pith

Retrieval-Augmented Generation for Large Language Models: A Survey

Retrieval-Augmented Generation for Natural Language Processing: A Survey

RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

Receipt and verification

First computed	2026-07-05T08:56:13.690239Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30cbfdf48d5e6a52e15d5b5f561826d2d3dcad9477750c8673c13879b4c57357

Aliases

arxiv: 2308.07922 · arxiv_version: 2308.07922v3 · doi: 10.48550/arxiv.2308.07922 · pith_short_12: GDF735ENLZVF · pith_short_16: GDF735ENLZVFFYK5 · pith_short_8: GDF735EN

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/GDF735ENLZVFFYK5LNPVMGBG2L \
  | 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: 30cbfdf48d5e6a52e15d5b5f561826d2d3dcad9477750c8673c13879b4c57357

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c604000172ddac3b97da7439f7c7e221bda6df88b56f50b74982f14d63266b2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-15T17:59:18Z",
    "title_canon_sha256": "ed5804e91a6229d18cef3b757fdcd12bb45c61b6554c0e803dcbec09ce6c80c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.07922",
    "kind": "arxiv",
    "version": 3
  }
}