Pith Number

pith:6KMS4PQB

pith:2023:6KMS4PQBCJXLURJOYBFACZMCB5

not attested not anchored not stored refs pending

Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems

Fatemeh Sheikholeslami, Jaeyoung Do, Mohammad Kachuee, Sungjin Lee, Ting-Wei Wu

arxiv:2306.04823 v1 · 2023-06-07 · 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{6KMS4PQBCJXLURJOYBFACZMCB5}

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	2026-07-05T06:18:42.457274Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2992e3e01126eba452ec04a0165820f4d4649767f06f19dd2a0500878814d1f

Aliases

arxiv: 2306.04823 · arxiv_version: 2306.04823v1 · doi: 10.48550/arxiv.2306.04823 · pith_short_12: 6KMS4PQBCJXL · pith_short_16: 6KMS4PQBCJXLURJO · pith_short_8: 6KMS4PQB

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/6KMS4PQBCJXLURJOYBFACZMCB5 \
  | 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: f2992e3e01126eba452ec04a0165820f4d4649767f06f19dd2a0500878814d1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "39aa1b6a2e24f598bed41e6aba0d6d5eca4085abf6d07865472f3fd3210fa727",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-07T23:07:23Z",
    "title_canon_sha256": "80b292714cf4ca6393e30e64b5e8d209524206d884ee616fae3e8e69a298a714"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.04823",
    "kind": "arxiv",
    "version": 1
  }
}