Pith Number

pith:IAE3Y5FQ

pith:2024:IAE3Y5FQUN4MWGTPEOLU7764C6

not attested not anchored not stored refs pending

Parameter-Efficient Conversational Recommender System as a Language Processing Task

Aixin Sun, Hao Zhang, Lu Xu, Mathieu Ravaut, Yong Liu

arxiv:2401.14194 v3 · 2024-01-25 · 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{IAE3Y5FQUN4MWGTPEOLU7764C6}

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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

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles

Receipt and verification

First computed	2026-07-05T07:48:52.044552Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4009bc74b0a378cb1a6f23974fffdc178a39f639cc6bee609a557efc3d06d230

Aliases

arxiv: 2401.14194 · arxiv_version: 2401.14194v3 · doi: 10.48550/arxiv.2401.14194 · pith_short_12: IAE3Y5FQUN4M · pith_short_16: IAE3Y5FQUN4MWGTP · pith_short_8: IAE3Y5FQ

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/IAE3Y5FQUN4MWGTPEOLU7764C6 \
  | 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: 4009bc74b0a378cb1a6f23974fffdc178a39f639cc6bee609a557efc3d06d230

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "320f2cb7f37c0dc04721e57ab3c9a76b963fc830b721b7996be4d82ca58a3433",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-25T14:07:34Z",
    "title_canon_sha256": "b7faedb99129f867c5f297ff3268f8f521e3f6579e9e3f64ee549e57cddc2a19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.14194",
    "kind": "arxiv",
    "version": 3
  }
}