Pith Number

pith:MZ5TCWMY

pith:2019:MZ5TCWMYGUOEXFUOLLH6UO73SB

not attested not anchored not stored refs pending

Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks

Iryna Gurevych, Paul Youssef, Steffen Eger

arxiv:1901.02671 v1 · 2019-01-09 · cs.CL · cs.LG · cs.NE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MZ5TCWMYGUOEXFUOLLH6UO73SB}

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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

Deep Learning for CSI Feedback Based on Superimposed Coding

Receipt and verification

First computed	2026-05-17T23:56:39.858903Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

667b315998351c4b968e5acfea3bfb90781147ed3eaeeb1d3492f28c9df1cb83

Aliases

arxiv: 1901.02671 · arxiv_version: 1901.02671v1 · doi: 10.48550/arxiv.1901.02671 · pith_short_12: MZ5TCWMYGUOE · pith_short_16: MZ5TCWMYGUOEXFUO · pith_short_8: MZ5TCWMY

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/MZ5TCWMYGUOEXFUOLLH6UO73SB \
  | 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: 667b315998351c4b968e5acfea3bfb90781147ed3eaeeb1d3492f28c9df1cb83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "71dcd2be0a75ea5843292a5115061e54cc0c376fe8c0008872a48c25e7f14dac",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-01-09T10:45:20Z",
    "title_canon_sha256": "20eeffb88a1782dfc137881e0a7f770542c2cbadb06d7ac574901784ad7fcb89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.02671",
    "kind": "arxiv",
    "version": 1
  }
}