Pith Number

pith:QS7IYP5I

pith:2024:QS7IYP5IYBHMYUU3V3U4G5DFFW

not attested not anchored not stored refs pending

A Survey to Recent Progress Towards Understanding In-Context Learning

Guangliang Liu, Haitao Mao, Jiliang Tang, Kristen Johnson, Rongrong Wang, Yao Ma

arxiv:2402.02212 v3 · 2024-02-03 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QS7IYP5IYBHMYUU3V3U4G5DFFW}

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

1 paper in Pith

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning

Receipt and verification

First computed	2026-07-05T10:05:08.904043Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84be8c3fa8c04ecc529baee9c374652d80d876ed362ae881615e998c678a86bc

Aliases

arxiv: 2402.02212 · arxiv_version: 2402.02212v3 · doi: 10.48550/arxiv.2402.02212 · pith_short_12: QS7IYP5IYBHM · pith_short_16: QS7IYP5IYBHMYUU3 · pith_short_8: QS7IYP5I

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/QS7IYP5IYBHMYUU3V3U4G5DFFW \
  | 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: 84be8c3fa8c04ecc529baee9c374652d80d876ed362ae881615e998c678a86bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "075e0b64163c81e0adfd75ed8a9c7dd436ee6828eb8366f28154359b27b87281",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-03T17:13:03Z",
    "title_canon_sha256": "9e97a07bc35e4460a717e58e370866cf603111634187a08a31882523b3203652"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.02212",
    "kind": "arxiv",
    "version": 3
  }
}