Pith Number

pith:SI45DNWB

pith:2025:SI45DNWB3ZSRZMPXO64VIZATNO

not attested not anchored not stored refs pending

CodeBoost: Boosting Code LLMs by Squeezing Knowledge from Code Snippets with RL

Kai Zhao, Quanjiang Guo, Rui She, Shangshu Yu, Sijie Wang, Siqi Li, Wee Peng Tay, Xiang Li, Xin Li, Yawei Zhang

arxiv:2508.05242 v1 · 2025-08-07 · 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{SI45DNWB3ZSRZMPXO64VIZATNO}

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

4 papers in Pith

BashCoder-R1: Towards Robust and Explainable Bash Code Generation with Robustness-Aware Group Relative Policy Optimization

CodeRL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment

Think Anywhere in Code Generation

Improving LLM Code Generation via Requirement-Aware Curriculum Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:50:09.674670Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9239d1b6c1de651cb1f777b95464136ba0ea5804fce6a55beb95dc5cbf8c76b2

Aliases

arxiv: 2508.05242 · arxiv_version: 2508.05242v1 · doi: 10.48550/arxiv.2508.05242 · pith_short_12: SI45DNWB3ZSR · pith_short_16: SI45DNWB3ZSRZMPX · pith_short_8: SI45DNWB

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/SI45DNWB3ZSRZMPXO64VIZATNO \
  | 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: 9239d1b6c1de651cb1f777b95464136ba0ea5804fce6a55beb95dc5cbf8c76b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f38c01f0b170062895243d708a47784afd9d44cd537a1142e60c80683f13901",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-07T10:31:24Z",
    "title_canon_sha256": "c169074ebb67f2cb1bf50bb9c49bc60be35f83367719b8ecf8863ad5800c6bf7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05242",
    "kind": "arxiv",
    "version": 1
  }
}