Pith Number

pith:MHZHIVEQ

pith:2023:MHZHIVEQR76GQZKRRATDDPHYCG

not attested not anchored not stored refs pending

Learning from Negative User Feedback and Measuring Responsiveness for Sequential Recommenders

Alex Beutel, Elaine Ya Le, Jingchen Feng, Longfei Li, Min-Cheng Huang, Shane Li, Shuchao Bi, Shuo Chang, Xujian Liang, Yaping Zhang, Yoni Halpern, Yueqi Wang

arxiv:2308.12256 v1 · 2023-08-23 · 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{MHZHIVEQR76GQZKRRATDDPHYCG}

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.

Receipt and verification

First computed	2026-07-05T06:44:02.060731Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61f27454908ffc686551882631bcf811be150e497a63f85b552376b10324c987

Aliases

arxiv: 2308.12256 · arxiv_version: 2308.12256v1 · doi: 10.48550/arxiv.2308.12256 · pith_short_12: MHZHIVEQR76G · pith_short_16: MHZHIVEQR76GQZKR · pith_short_8: MHZHIVEQ

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/MHZHIVEQR76GQZKRRATDDPHYCG \
  | 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: 61f27454908ffc686551882631bcf811be150e497a63f85b552376b10324c987

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4510d875695c76c6cb4ab2cd7730e76b815f4e7f9229c0176eb013236630358e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-08-23T17:16:07Z",
    "title_canon_sha256": "aeb4e080bf53e6a8b7e0ed4c3af980978f0830a9985ea90f857cf0bc6312e2da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.12256",
    "kind": "arxiv",
    "version": 1
  }
}