Pith Number

pith:6RVJCMUV

pith:2023:6RVJCMUVLDNTWWAIO3PDVSVHIV

not attested not anchored not stored refs pending

Support for Stock Trend Prediction Using Transformers and Sentiment Analysis

Harsimrat Kaeley, Nader Bagherzadeh, Ye Qiao

arxiv:2305.14368 v1 · 2023-05-18 · q-fin.ST · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6RVJCMUVLDNTWWAIO3PDVSVHIV}

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

COBRA: Algorithm-Architecture Co-optimized Binary Transformer Accelerator for Edge Inference

Receipt and verification

First computed	2026-07-05T06:13:22.387355Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f46a91329558db3b580876de3acaa745542c9c1b9f00afca12eb64dd86be298f

Aliases

arxiv: 2305.14368 · arxiv_version: 2305.14368v1 · doi: 10.48550/arxiv.2305.14368 · pith_short_12: 6RVJCMUVLDNT · pith_short_16: 6RVJCMUVLDNTWWAI · pith_short_8: 6RVJCMUV

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/6RVJCMUVLDNTWWAIO3PDVSVHIV \
  | 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: f46a91329558db3b580876de3acaa745542c9c1b9f00afca12eb64dd86be298f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "276dc781807a6620c928f89ec3c93a7191bfef8ae5a09b58212481b8d3c0b1cc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2023-05-18T03:26:39Z",
    "title_canon_sha256": "f1e21d69cb847ede69498355e1c10e4e31af204de31cbd5bfe80e522f6cd6144"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14368",
    "kind": "arxiv",
    "version": 1
  }
}