Pith Number

pith:QBQJ6APS

pith:2025:QBQJ6APSALKS376G7ED5HPIQ6O

not attested not anchored not stored refs pending

DReSD: Dense Retrieval for Speculative Decoding

Gerasimos Lampouras, Huiyin Xue, Milan Gritta

arxiv:2502.15572 v2 · 2025-02-21 · 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{QBQJ6APSALKS376G7ED5HPIQ6O}

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

SENSE: Semantic Embedding Navigation with Soft-gated Evaluation for Retrieval-based Speculative Decoding

Receipt and verification

First computed	2026-07-05T11:11:42.258428Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80609f01f202d52dffc6f907d3bd10f3adc8ac40906edcc5dc38e08c8b43996d

Aliases

arxiv: 2502.15572 · arxiv_version: 2502.15572v2 · doi: 10.48550/arxiv.2502.15572 · pith_short_12: QBQJ6APSALKS · pith_short_16: QBQJ6APSALKS376G · pith_short_8: QBQJ6APS

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/QBQJ6APSALKS376G7ED5HPIQ6O \
  | 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: 80609f01f202d52dffc6f907d3bd10f3adc8ac40906edcc5dc38e08c8b43996d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26e3a6f3d1d65155f33336c2a0594e1820eb094d7925cab907a8c38e2ec7264b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-21T16:32:28Z",
    "title_canon_sha256": "2ca1b87135fd22595b6024967506dd5eba910191b20cae16c888477394091a51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15572",
    "kind": "arxiv",
    "version": 2
  }
}