Pith. sign in
Pith Number

pith:DN42X3Y5

pith:2021:DN42X3Y5LUYWDSTRF5OLBSNJOK
not attested not anchored not stored refs pending

CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation

Chujie Zheng, Minlie Huang, Wei Chen, Yongcai Leng, Yong Liu

arxiv:2105.08316 v3 · 2021-05-18 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DN42X3Y5LUYWDSTRF5OLBSNJOK}

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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T02:44:06.824672Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1b79abef1d5d3161ca712f5cb0c9a9729f97b4bfa76a1d5a1544bab45e648d3e

Aliases

arxiv: 2105.08316 · arxiv_version: 2105.08316v3 · doi: 10.48550/arxiv.2105.08316 · pith_short_12: DN42X3Y5LUYW · pith_short_16: DN42X3Y5LUYWDSTR · pith_short_8: DN42X3Y5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DN42X3Y5LUYWDSTRF5OLBSNJOK \
  | 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: 1b79abef1d5d3161ca712f5cb0c9a9729f97b4bfa76a1d5a1544bab45e648d3e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "abd8cfc1330c7ebf0d0e1fd9947cb3c7b240a6c1714491978f24b0180645f5e8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-05-18T07:13:33Z",
    "title_canon_sha256": "16553da1d95d689d8c9b7c0469e2f0a9231e04dda77c9cd02a3d97f6a08c5d6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.08316",
    "kind": "arxiv",
    "version": 3
  }
}