pith. sign in
Pith Number

pith:B4XNPMFL

pith:2019:B4XNPMFLK32GL4DJZFNZBGIACJ
not attested not anchored not stored refs pending

Effective Incorporation of Speaker Information in Utterance Encoding in Dialog

Tatsuya Kawahara, Tianyu Zhao

arxiv:1907.05599 v1 · 2019-07-12 · eess.AS · cs.CL · cs.LG · cs.SD

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{B4XNPMFLK32GL4DJZFNZBGIACJ}

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 2026-05-17T23:40:47.691846Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0f2ed7b0ab56f465f069c95b909900125051951918462e8e2a4775f65dbfbbfc

Aliases

arxiv: 1907.05599 · arxiv_version: 1907.05599v1 · doi: 10.48550/arxiv.1907.05599 · pith_short_12: B4XNPMFLK32G · pith_short_16: B4XNPMFLK32GL4DJ · pith_short_8: B4XNPMFL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/B4XNPMFLK32GL4DJZFNZBGIACJ \
  | 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: 0f2ed7b0ab56f465f069c95b909900125051951918462e8e2a4775f65dbfbbfc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ac3a6ccf2405c28f348e4eb900db6e1c7f8e48b478d96f710a8324d2361dddab",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2019-07-12T07:37:00Z",
    "title_canon_sha256": "42a225f820bbd4a4d878906286b8ca35d38a13c5e178bd28cfee130170fdb47e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.05599",
    "kind": "arxiv",
    "version": 1
  }
}