Pith Number

pith:LUDSH6VE

pith:2016:LUDSH6VEU7USOLYI3R7LFSRCWP

not attested not anchored not stored refs pending

LSTM-based Mixture-of-Experts for Knowledge-Aware Dialogues

Jean-Michel Renders, Marc Dymetman, Phong Le

arxiv:1605.01652 v1 · 2016-05-05 · cs.AI · 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{LUDSH6VEU7USOLYI3R7LFSRCWP}

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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

Knowledge-incorporating ESIM models for Response Selection in Retrieval-based Dialog Systems

Receipt and verification

First computed	2026-05-18T01:15:33.071055Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d0723faa4a7e9272f08dc7eb2ca22b3f40a4ea543074d8d9d4321eefad45a1d

Aliases

arxiv: 1605.01652 · arxiv_version: 1605.01652v1 · doi: 10.48550/arxiv.1605.01652 · pith_short_12: LUDSH6VEU7US · pith_short_16: LUDSH6VEU7USOLYI · pith_short_8: LUDSH6VE

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/LUDSH6VEU7USOLYI3R7LFSRCWP \
  | 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: 5d0723faa4a7e9272f08dc7eb2ca22b3f40a4ea543074d8d9d4321eefad45a1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "299efb74b62b3f6ac91aef01f8b586b4f4920e2eb932b0c8d442f8bfbaae1613",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2016-05-05T17:00:44Z",
    "title_canon_sha256": "197ce0cd4950bf263caf8103e9f6bd271c412bed04395458a5335136fda3b4dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1605.01652",
    "kind": "arxiv",
    "version": 1
  }
}