Pith Number

pith:TY53PNBR

pith:2023:TY53PNBRXAMUJZJBEW2VW57JPT

not attested not anchored not stored refs pending

InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining

Bo Li, Boxin Wang, Bryan Catanzaro, Lawrence McAfee, Mohammad Shoeybi, Peng Xu, Wei Ping

arxiv:2310.07713 v3 · 2023-10-11 · cs.CL · cs.AI · cs.IR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TY53PNBRXAMUJZJBEW2VW57JPT}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

7 papers in Pith

Retrieval-Augmented Generation for Large Language Models: A Survey

Retrieval-Augmented Generation for Natural Language Processing: A Survey

MMSearch-R1: Incentivizing LMMs to Search

NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations

Receipt and verification

First computed	2026-07-05T08:24:22.725025Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e3bb7b431b81944e52125b55b77e97cf00393ddc8e6350ca84e71b2687bbd10

Aliases

arxiv: 2310.07713 · arxiv_version: 2310.07713v3 · doi: 10.48550/arxiv.2310.07713 · pith_short_12: TY53PNBRXAMU · pith_short_16: TY53PNBRXAMUJZJB · pith_short_8: TY53PNBR

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/TY53PNBRXAMUJZJBEW2VW57JPT \
  | 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: 9e3bb7b431b81944e52125b55b77e97cf00393ddc8e6350ca84e71b2687bbd10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54b053ff2339f1e2681aea5fde3019105a89f205d8f69fdb3c469b119142ec34",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-11T17:59:05Z",
    "title_canon_sha256": "2204bcfd766a1c4c5c304d0c52c8e6d0eacf9b6efbb3fa9430618cf3285c0cdb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.07713",
    "kind": "arxiv",
    "version": 3
  }
}