Pith Number

pith:WWVJAGVI

pith:2024:WWVJAGVIL4CHPE247U25J7GJIB

not attested not anchored not stored refs pending

BiasDPO: Mitigating Bias in Language Models through Direct Preference Optimization

Ahmed Allam

arxiv:2407.13928 v1 · 2024-07-18 · 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{WWVJAGVIL4CHPE247U25J7GJIB}

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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

1 paper in Pith

Mitigating LLM biases toward spurious social contexts using direct preference optimization

Receipt and verification

First computed	2026-07-05T08:45:55.654559Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5aa901aa85f0477935cfd35d4fcc940543106a43a13f3d3fbbc3cf2f7969161

Aliases

arxiv: 2407.13928 · arxiv_version: 2407.13928v1 · doi: 10.48550/arxiv.2407.13928 · pith_short_12: WWVJAGVIL4CH · pith_short_16: WWVJAGVIL4CHPE24 · pith_short_8: WWVJAGVI

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/WWVJAGVIL4CHPE247U25J7GJIB \
  | 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: b5aa901aa85f0477935cfd35d4fcc940543106a43a13f3d3fbbc3cf2f7969161

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "430e2f76597f512134091f9025cf89f62ad2d42ba9c4a59795f42482983b6cec",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-18T22:32:20Z",
    "title_canon_sha256": "ad9e74c92e5e49315f8971292f7193803f21d901f84d030d11ce5e5f30c32ec5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.13928",
    "kind": "arxiv",
    "version": 1
  }
}