Pith Number

pith:BDHSE2VM

pith:2024:BDHSE2VMRPD5DSPRCUTTCON5MW

not attested not anchored not stored refs pending

Decoding-Time Language Model Alignment with Multiple Objectives

Alisa Liu, Hannaneh Hajishirzi, Noah A. Smith, Ruizhe Shi, Simon S. Du, Yifang Chen, Yushi Hu

arxiv:2406.18853 v3 · 2024-06-27 · cs.LG

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\usepackage{pith}
\pithnumber{BDHSE2VMRPD5DSPRCUTTCON5MW}

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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

2 papers in Pith

One Model for All: Multi-Objective Controllable Language Models

Receipt and verification

First computed	2026-07-05T09:27:02.773826Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08cf226aac8bc7d1c9f115273139bd65b5dbfe5de06f251baed0bb4f70e4fd50

Aliases

arxiv: 2406.18853 · arxiv_version: 2406.18853v3 · doi: 10.48550/arxiv.2406.18853 · pith_short_12: BDHSE2VMRPD5 · pith_short_16: BDHSE2VMRPD5DSPR · pith_short_8: BDHSE2VM

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/BDHSE2VMRPD5DSPRCUTTCON5MW \
  | 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: 08cf226aac8bc7d1c9f115273139bd65b5dbfe5de06f251baed0bb4f70e4fd50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3889915c68d51f42ba525327ba12a6bcf387d1c1a9d5a1dcd6566c9092d72dfb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-27T02:46:30Z",
    "title_canon_sha256": "e344a5566718daf508a545d2f1c79711222ba0b615841903c0b77174f8635051"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.18853",
    "kind": "arxiv",
    "version": 3
  }
}