pith. sign in
Pith Number

pith:KIIPQ4KL

pith:2021:KIIPQ4KLSJZXBKIL7MXDXUELFA
not attested not anchored not stored refs pending

N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking

Min-Yen Kan, Nancy F. Chen, Taha Aksu, Zhengyuan Liu

arxiv:2103.00293 v4 · 2021-02-27 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KIIPQ4KLSJZXBKIL7MXDXUELFA}

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 2026-07-05T04:07:03.257124Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5210f8714b927370a90bfb2e3bd08b2826ba7da281cd7577a686050b8c451ca5

Aliases

arxiv: 2103.00293 · arxiv_version: 2103.00293v4 · doi: 10.48550/arxiv.2103.00293 · pith_short_12: KIIPQ4KLSJZX · pith_short_16: KIIPQ4KLSJZXBKIL · pith_short_8: KIIPQ4KL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KIIPQ4KLSJZXBKIL7MXDXUELFA \
  | 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: 5210f8714b927370a90bfb2e3bd08b2826ba7da281cd7577a686050b8c451ca5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "75328ff5db5e89a49e797ae555e368486d6b041599f65477ee19fd176355d12b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-02-27T18:55:12Z",
    "title_canon_sha256": "b0c613c61b8f1ef67aad4c23659d9260f3ed471cf910e2fb16d5236766e668fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.00293",
    "kind": "arxiv",
    "version": 4
  }
}