Pith Number

pith:GA54GPIV

pith:2019:GA54GPIVJMMTRCUPOK6P65RVWH

not attested not anchored not stored refs pending

Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches

Dietmar Jannach, Maurizio Ferrari Dacrema, Paolo Cremonesi

arxiv:1907.06902 v3 · 2019-07-16 · cs.IR · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GA54GPIVJMMTRCUPOK6P65RVWH}

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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

Threshold Neuron: A Brain-inspired Artificial Neuron for Efficient On-device Inference

Receipt and verification

First computed	2026-07-04T23:58:10.304429Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

303bc33d154b19388a8f72bcff7635b1c33c78b163eefefc662aa5eecf93f40f

Aliases

arxiv: 1907.06902 · arxiv_version: 1907.06902v3 · doi: 10.48550/arxiv.1907.06902 · pith_short_12: GA54GPIVJMMT · pith_short_16: GA54GPIVJMMTRCUP · pith_short_8: GA54GPIV

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/GA54GPIVJMMTRCUPOK6P65RVWH \
  | 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: 303bc33d154b19388a8f72bcff7635b1c33c78b163eefefc662aa5eecf93f40f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6e8fa2d09be65e353cd99a95e95b677c28c8aabf20fd5c3d9898946bb2b2ac8",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2019-07-16T09:11:07Z",
    "title_canon_sha256": "d4f4d55079b597787408714aee8097663e2e32737c9a4d286f93144922cbe756"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.06902",
    "kind": "arxiv",
    "version": 3
  }
}