Pith Number

pith:YELDUJEE

pith:2024:YELDUJEEEBCPMUULXBA2ISG4MO

not attested not anchored not stored refs pending

When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively

Gorka Azkune, Jon Ander Campos, Tiziano Labruna

arxiv:2404.19705 v2 · 2024-04-30 · 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{YELDUJEEEBCPMUULXBA2ISG4MO}

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

2 papers in Pith

Mask-to-Correct$^+$: Leveraging Retriever Diversity for Masking-guided Faithful Fact Correction

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation

Receipt and verification

First computed	2026-07-05T08:16:09.208078Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1163a24842044f6528bb841a448dc6385941af135e7abfebc3799f46ebfec2b

Aliases

arxiv: 2404.19705 · arxiv_version: 2404.19705v2 · doi: 10.48550/arxiv.2404.19705 · pith_short_12: YELDUJEEEBCP · pith_short_16: YELDUJEEEBCPMUUL · pith_short_8: YELDUJEE

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/YELDUJEEEBCPMUULXBA2ISG4MO \
  | 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: c1163a24842044f6528bb841a448dc6385941af135e7abfebc3799f46ebfec2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bda7d14840f046644b6fc041025f82545dbb7e78d50eb9dbe55df88a55dc369b",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-30T16:52:55Z",
    "title_canon_sha256": "9807c6253dcdd874a0f9ee6c3484bdf79878ea5f1d0b49177fc3557c6b10da66"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.19705",
    "kind": "arxiv",
    "version": 2
  }
}