Pith Number

pith:RBBEHN7D

pith:2022:RBBEHN7DBMDZOFWINC45VNEAHC

not attested not anchored not stored refs pending

Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation

Furu Wei, Heming Xia, Peiyi Wang, Si-Qing Chen, Tao Ge, Zhifang Sui

arxiv:2203.16487 v6 · 2022-03-30 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{RBBEHN7DBMDZOFWINC45VNEAHC}

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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

4 papers in Pith

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Position-Aware Drafting for Inference Acceleration in LLM-Based Generative List-Wise Recommendation

Rethinking Dense Sequential Chains: Reasoning Language Models Can Extract Answers from Sparse, Order-Shuffling Chain-of-Thoughts

Receipt and verification

First computed	2026-07-05T07:06:18.427101Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

884243b7e30b079716c868b9dab4803890614e70f825747d4d674952f8a3cd7e

Aliases

arxiv: 2203.16487 · arxiv_version: 2203.16487v6 · doi: 10.48550/arxiv.2203.16487 · pith_short_12: RBBEHN7DBMDZ · pith_short_16: RBBEHN7DBMDZOFWI · pith_short_8: RBBEHN7D

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/RBBEHN7DBMDZOFWINC45VNEAHC \
  | 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: 884243b7e30b079716c868b9dab4803890614e70f825747d4d674952f8a3cd7e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4adf4b84b61e72544c87a43e5817673763c7ea01bb434d150bc4adddd38874d8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-03-30T17:27:09Z",
    "title_canon_sha256": "9bfa70fc29cfe8405c939bf4d481b0047603b27eb9917c83643b7e1fb7583809"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.16487",
    "kind": "arxiv",
    "version": 6
  }
}