Pith. sign in
Pith Number

pith:ATTN5XDI

pith:2023:ATTN5XDI7LPPPSEAQHBHBNYWMF
not attested not anchored not stored refs pending

Neural Retrievers are Biased Towards LLM-Generated Content

Gang Wang, Jun Xu, Liang Pang, Sunhao Dai, Weihao Liu, Xiaolin Hu, Xiao Zhang, Yong Liu, Yuqi Zhou

arxiv:2310.20501 v3 · 2023-10-31 · cs.IR · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ATTN5XDI7LPPPSEAQHBHBNYWMF}

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 2026-07-05T08:50:25.379260Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

04e6dedc68fadef7c88081c270b716615b02120780e628c30cf3abc6e34decff

Aliases

arxiv: 2310.20501 · arxiv_version: 2310.20501v3 · doi: 10.48550/arxiv.2310.20501 · pith_short_12: ATTN5XDI7LPP · pith_short_16: ATTN5XDI7LPPPSEA · pith_short_8: ATTN5XDI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ATTN5XDI7LPPPSEAQHBHBNYWMF \
  | 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: 04e6dedc68fadef7c88081c270b716615b02120780e628c30cf3abc6e34decff
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2177c4962c6ef2743eb0150e85954a66cc1c78a235b8a7b474d53553df433f77",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-10-31T14:42:23Z",
    "title_canon_sha256": "67dc0af2a133e877671dddfa47107c7b92a6111cb554414606bbcd2178778aba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.20501",
    "kind": "arxiv",
    "version": 3
  }
}