Pith Number

pith:VSWSIS5G

pith:2024:VSWSIS5G2RZKD7QP2DUR6VLQSM

not attested not anchored not stored refs pending

Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators

Anna Korhonen, Ehsan Shareghi, Han Zhou, Ivan Vuli\'c, Nigel Collier, Yinhong Liu, Zhijiang Guo

arxiv:2403.16950 v5 · 2024-03-25 · cs.CL · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VSWSIS5G2RZKD7QP2DUR6VLQSM}

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

11 papers in Pith

Towards Spec Learning: Inference-Time Alignment from Preference Pairs

Stability vs. Manipulability: Evaluating Robustness Under Post-Decision Interaction in LLM Judges

Towards Spec Learning: Inference-Time Alignment from Preference Pairs

Causal Connections: Leveraging Multilingual Fine-Tuning for Financial QA@FinCausal 2026

LLM-Based Examination of Eligibility Criteria from Securities Prospectuses at the German Central Bank

Receipt and verification

First computed	2026-07-05T10:02:02.833997Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

acad244ba6d472a1fe0fd0e91f55709311c6aec69f0e8fb5af15a92dce96082a

Aliases

arxiv: 2403.16950 · arxiv_version: 2403.16950v5 · doi: 10.48550/arxiv.2403.16950 · pith_short_12: VSWSIS5G2RZK · pith_short_16: VSWSIS5G2RZKD7QP · pith_short_8: VSWSIS5G

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/VSWSIS5G2RZKD7QP2DUR6VLQSM \
  | 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: acad244ba6d472a1fe0fd0e91f55709311c6aec69f0e8fb5af15a92dce96082a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "beebf2153b2871d95f97c4b4ea64478ef73b526559130df4e7f42fc0904403d4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-25T17:11:28Z",
    "title_canon_sha256": "626292c20883a5a3427ff6d0c38731951076738aae74fac6bca944828a66ad58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.16950",
    "kind": "arxiv",
    "version": 5
  }
}