Pith. sign in
Pith Number

pith:B4GTO36L

pith:2024:B4GTO36L6BDP6ITVMP5CPBWGA5
not attested not anchored not stored refs pending

Fast Best-of-N Decoding via Speculative Rejection

Andrea Zanette, Hanshi Sun, Huitao Yang, Jiahao Qiu, Mengdi Wang, Ming Yin, Momin Haider, Peter Bartlett, Ruiqi Zhang

arxiv:2410.20290 v2 · 2024-10-26 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?
Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{B4GTO36L6BDP6ITVMP5CPBWGA5}

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

4 papers in Pith

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods
Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost
HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering
Receipt and verification
First computed 2026-07-05T09:29:34.799027Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0f0d376fcbf046ff227563fa2786c607710ea47097f7c6453ed761d5d7b282ee

Aliases

arxiv: 2410.20290 · arxiv_version: 2410.20290v2 · doi: 10.48550/arxiv.2410.20290 · pith_short_12: B4GTO36L6BDP · pith_short_16: B4GTO36L6BDP6ITV · pith_short_8: B4GTO36L
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/B4GTO36L6BDP6ITVMP5CPBWGA5 \
  | 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: 0f0d376fcbf046ff227563fa2786c607710ea47097f7c6453ed761d5d7b282ee
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "75c88daabd93e0bbce87a92676ace4d556916272074937159d38bf0d3d19dd39",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-26T23:20:48Z",
    "title_canon_sha256": "1b00b7e65452391913fdad6947a85b98a84c865bc5f454e04e2ae27ab092f0ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.20290",
    "kind": "arxiv",
    "version": 2
  }
}