Pith Number

pith:2EMLWDTX

pith:2017:2EMLWDTX43AQCVOCEUZ7OAMMZY

not attested not anchored not stored refs pending

Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory

Bing Liu, Hao Zhou, Minlie Huang, Tianyang Zhang, Xiaoyan Zhu

arxiv:1704.01074 v4 · 2017-04-04 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2EMLWDTX43AQCVOCEUZ7OAMMZY}

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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

DAL: Dual Adversarial Learning for Dialogue Generation

Receipt and verification

First computed	2026-05-18T00:14:29.031700Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d118bb0e77e6c10155c22533f7018cce0b2f5416288f13cda3cec1db960d04fd

Aliases

arxiv: 1704.01074 · arxiv_version: 1704.01074v4 · doi: 10.48550/arxiv.1704.01074 · pith_short_12: 2EMLWDTX43AQ · pith_short_16: 2EMLWDTX43AQCVOC · pith_short_8: 2EMLWDTX

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/2EMLWDTX43AQCVOCEUZ7OAMMZY \
  | 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: d118bb0e77e6c10155c22533f7018cce0b2f5416288f13cda3cec1db960d04fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ac6f2fe3e150afe333ed6aca8d4948b96051bcfa0fccda34725caca6f32d4da",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-04-04T15:44:48Z",
    "title_canon_sha256": "16f7305c85864e247c3d603969fdd6bddb0d0fd42e63a2c7de1ecc107504914c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1704.01074",
    "kind": "arxiv",
    "version": 4
  }
}