pith. sign in
Pith Number

pith:4IKMERUI

pith:2019:4IKMERUIY5FA733A3J47CG7EVM
not attested not anchored not stored refs pending

AI-Powered Text Generation for Harmonious Human-Machine Interaction: Current State and Future Directions

Bin Guo, Hao Wang, Qiuyun Zhang, Shaoyang Hao, Yunji Liang, Zhiwen Yu

arxiv:1905.01984 v1 · 2019-05-01 · cs.CL · cs.AI · cs.HC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4IKMERUIY5FA733A3J47CG7EVM}

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 2026-05-17T23:46:56.773635Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e214c24688c74a0fef60da79f11be4ab1e5ec9f3b939b3125568704fcd36bf7d

Aliases

arxiv: 1905.01984 · arxiv_version: 1905.01984v1 · doi: 10.48550/arxiv.1905.01984 · pith_short_12: 4IKMERUIY5FA · pith_short_16: 4IKMERUIY5FA733A · pith_short_8: 4IKMERUI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4IKMERUIY5FA733A3J47CG7EVM \
  | 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: e214c24688c74a0fef60da79f11be4ab1e5ec9f3b939b3125568704fcd36bf7d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "457d45c85e1b8e4cb6baf3914805c890842c7a5e86f82a3d2884f54bfc12e891",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-05-01T23:26:38Z",
    "title_canon_sha256": "5cc04eefc69572495dff1d097cedbd100be19de943c7b6db9359805dbbe5f008"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.01984",
    "kind": "arxiv",
    "version": 1
  }
}