Pith Number

pith:TO5COMFG

pith:2023:TO5COMFGKGOKVVTUVS6MMJNJCR

not attested not anchored not stored refs pending

Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback

Jun Zhao, Qi Zhang, Rui Zheng, Shihan Dou, Tao Gui, Wei Shen, Wenyu Zhan, Xuanjing Huang

arxiv:2310.05199 v5 · 2023-10-08 · cs.CL

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\usepackage{pith}
\pithnumber{TO5COMFGKGOKVVTUVS6MMJNJCR}

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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

4 papers in Pith

DynaCF: Mitigating Shortcut Learning in Reward Models via Dynamic Counterfactual Sensitivity

CoLD: Counterfactually-Guided Length Debiasing for Process Reward Models in Mathematical Reasoning

Exploring the Secondary Risks of Large Language Models

Teach a Reward Model to Correct Itself: Reward Guided Adversarial Failure Discovery for Robust Reward Modeling

Receipt and verification

First computed	2026-07-05T07:18:12.117002Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9bba2730a6519caad674acbcc625a9144282c8f301a290549446b480b4358870

Aliases

arxiv: 2310.05199 · arxiv_version: 2310.05199v5 · doi: 10.48550/arxiv.2310.05199 · pith_short_12: TO5COMFGKGOK · pith_short_16: TO5COMFGKGOKVVTU · pith_short_8: TO5COMFG

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/TO5COMFGKGOKVVTUVS6MMJNJCR \
  | 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: 9bba2730a6519caad674acbcc625a9144282c8f301a290549446b480b4358870

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8bcfe8991635bed17e8e8d63f93e85d3be5c40604fa131ae99ff5bfea0511729",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-08T15:14:39Z",
    "title_canon_sha256": "7a0257446cb32dddc8b4ba5fcc596c34b56661e299cf235585779fd65c8f0718"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05199",
    "kind": "arxiv",
    "version": 5
  }
}