Pith Number

pith:RE5ADFNF

pith:2020:RE5ADFNFDYNTOF5OX6GOQ7VY2U

not attested not anchored not stored refs pending

Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification

Barry Smyth, Eoin M. Kenny, Linyi Yang, Ruihai Dong, Tin Lok James Ng, Yi Yang

arxiv:2010.12512 v1 · 2020-10-23 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RE5ADFNFDYNTOF5OX6GOQ7VY2U}

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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

Teach a Reward Model to Correct Itself: Reward Guided Adversarial Failure Discovery for Robust Reward Modeling

Receipt and verification

First computed	2026-07-05T01:45:38.200584Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

893a0195a51e1b3717aebf8ce87eb8d524e5b3a2fcac25e5603c3fd8bf71fa94

Aliases

arxiv: 2010.12512 · arxiv_version: 2010.12512v1 · doi: 10.48550/arxiv.2010.12512 · pith_short_12: RE5ADFNFDYNT · pith_short_16: RE5ADFNFDYNTOF5O · pith_short_8: RE5ADFNF

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/RE5ADFNFDYNTOF5OX6GOQ7VY2U \
  | 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: 893a0195a51e1b3717aebf8ce87eb8d524e5b3a2fcac25e5603c3fd8bf71fa94

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b308f8cc44b25aaaefb48771c23816eaf46c53fffded2121f862a4500f955d44",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-10-23T16:29:26Z",
    "title_canon_sha256": "a39a6b01a699ff78c5a5da212785255da7c5fefbec18caef65352c07a9b5f499"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.12512",
    "kind": "arxiv",
    "version": 1
  }
}