Pith Number

pith:7YPQPJVS

pith:2023:7YPQPJVS225I6RDMKXCQLBAWLU

not attested not anchored not stored refs pending

Task Selection and Assignment for Multi-modal Multi-task Dialogue Act Classification with Non-stationary Multi-armed Bandits

Bj\"orn W. Schuller, Junjie Chen, Xiangheng He

arxiv:2309.09832 v2 · 2023-09-18 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7YPQPJVS225I6RDMKXCQLBAWLU}

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	2026-07-05T07:32:23.508727Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe1f07a6b2d6ba8f446c55c50584165d227241a289f72eb48914eb5ad945acf2

Aliases

arxiv: 2309.09832 · arxiv_version: 2309.09832v2 · doi: 10.48550/arxiv.2309.09832 · pith_short_12: 7YPQPJVS225I · pith_short_16: 7YPQPJVS225I6RDM · pith_short_8: 7YPQPJVS

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/7YPQPJVS225I6RDMKXCQLBAWLU \
  | 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: fe1f07a6b2d6ba8f446c55c50584165d227241a289f72eb48914eb5ad945acf2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e6c79e51c15d230f682f9e1700e7db78229d1224b00c2cb6b023943d12fc26a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-18T14:51:51Z",
    "title_canon_sha256": "2b41003d9b6628d29278d8d2968017d6cd42b025272da940d709b981f68bfd87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.09832",
    "kind": "arxiv",
    "version": 2
  }
}