pith. sign in
Pith Number

pith:ADK33GTT

pith:2017:ADK33GTTGA7OBHP7YVRUG47ZQW
not attested not anchored not stored refs pending

Position-based Content Attention for Time Series Forecasting with Sequence-to-sequence RNNs

Ali Ait-Bachir, Eric Gaussier, Hamid Mirisaee, Parantapa Goswami, Vadim Strijov, Yagmur G. Cinar

arxiv:1703.10089 v2 · 2017-03-29 · cs.LG · cs.NE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ADK33GTTGA7OBHP7YVRUG47ZQW}

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 2026-05-18T00:37:47.656123Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

00d5bd9a73303ee09dffc5634373f985920a7e7095fc42320953667a65eb37ef

Aliases

arxiv: 1703.10089 · arxiv_version: 1703.10089v2 · doi: 10.48550/arxiv.1703.10089 · pith_short_12: ADK33GTTGA7O · pith_short_16: ADK33GTTGA7OBHP7 · pith_short_8: ADK33GTT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ADK33GTTGA7OBHP7YVRUG47ZQW \
  | 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: 00d5bd9a73303ee09dffc5634373f985920a7e7095fc42320953667a65eb37ef
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9e910e50ce0eddbd93d93d4d4d7313101fd19ff6054119c5673a103d5d5291ab",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-03-29T15:11:16Z",
    "title_canon_sha256": "5571906ac21e6111b3b7b22938916331c947aa25bc9bede191327bf18079822f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.10089",
    "kind": "arxiv",
    "version": 2
  }
}