Pith Number

pith:X4CH63IW

pith:2024:X4CH63IWIECWA3QWLMWNNK7ME6

not attested not anchored not stored refs pending

Enhancing Bangla Language Next Word Prediction and Sentence Completion through Extended RNN with Bi-LSTM Model On N-gram Language

Al Amin, Aniqua Nusrat Zereen, Md Robiul Islam

arxiv:2405.01873 v1 · 2024-05-03 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{X4CH63IWIECWA3QWLMWNNK7ME6}

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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

Abstractive Text Summarization for Bangla Language Using NLP and Machine Learning Approaches

Receipt and verification

First computed	2026-07-05T08:15:03.324880Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf047f6d164105606e165b2cd6abec27b4def5ae4f710bbb520898ec363183d6

Aliases

arxiv: 2405.01873 · arxiv_version: 2405.01873v1 · doi: 10.48550/arxiv.2405.01873 · pith_short_12: X4CH63IWIECW · pith_short_16: X4CH63IWIECWA3QW · pith_short_8: X4CH63IW

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/X4CH63IWIECWA3QWLMWNNK7ME6 \
  | 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: bf047f6d164105606e165b2cd6abec27b4def5ae4f710bbb520898ec363183d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7386eb7fc8a6b0dc6ee4ff2294741747097c126336c3e9f64e4f210a2b4b6b3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-03T06:06:01Z",
    "title_canon_sha256": "1d3f6d3fb849dbad61728ca4b51f96b4890103831726cb149a5349cb6e57d08f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.01873",
    "kind": "arxiv",
    "version": 1
  }
}