Pith. sign in
Pith Number

pith:P5DB4HPU

pith:2023:P5DB4HPUL56DYGXUGS7A677EIO
not attested not anchored not stored refs pending

Explanation-based Finetuning Makes Models More Robust to Spurious Cues

Chris Callison-Burch, Josh Magnus Ludan, Marianna Apidianaki, Qing Lyu, Saurabh Shah, Tai Nguyen, Yixuan Meng

arxiv:2305.04990 v3 · 2023-05-08 · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{P5DB4HPUL56DYGXUGS7A677EIO}

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

Receipt and verification
First computed 2026-07-05T06:17:51.083128Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7f461e1df45f7c3c1af434be0f7fe443be791615d8f99981f9ca50e71c964d72

Aliases

arxiv: 2305.04990 · arxiv_version: 2305.04990v3 · doi: 10.48550/arxiv.2305.04990 · pith_short_12: P5DB4HPUL56D · pith_short_16: P5DB4HPUL56DYGXU · pith_short_8: P5DB4HPU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/P5DB4HPUL56DYGXUGS7A677EIO \
  | 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: 7f461e1df45f7c3c1af434be0f7fe443be791615d8f99981f9ca50e71c964d72
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8903d2b8b109c561ed9bbc8ff6ff0a7890be6d084656bc40a2cac40d198e6729",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-08T18:53:45Z",
    "title_canon_sha256": "b3d7d828aee3450c7cd001b69e82394cf874fcaf46f1650d3ed557cd02fb2d3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.04990",
    "kind": "arxiv",
    "version": 3
  }
}