Pith Number

pith:EN5QATKM

pith:2024:EN5QATKMLTVBIIJ3SJMJHMAHZF

not attested not anchored not stored refs pending

RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards

Chenyan Xiong, Ge Yu, Hao Chen, Maosong Sun, Sen Mei, Shi Yu, Shuo Wang, Xinze Li, Yukun Yan, Zhenghao Liu, Zheni Zeng, Zhiyuan Liu

arxiv:2410.13509 v2 · 2024-10-17 · 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{EN5QATKMLTVBIIJ3SJMJHMAHZF}

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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

NeuroSymActive: Differentiable Neural-Symbolic Reasoning with Active Exploration for Knowledge Graph Question Answering

OASES: Outcome-Aligned Search-Evaluation Co-Training for Agentic Search

Receipt and verification

First computed	2026-07-05T10:23:24.447153Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

237b004d4c5cea14213b925893b007c9654a3f1e658310e5f6cc59de9175e8bc

Aliases

arxiv: 2410.13509 · arxiv_version: 2410.13509v2 · doi: 10.48550/arxiv.2410.13509 · pith_short_12: EN5QATKMLTVB · pith_short_16: EN5QATKMLTVBIIJ3 · pith_short_8: EN5QATKM

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/EN5QATKMLTVBIIJ3SJMJHMAHZF \
  | 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: 237b004d4c5cea14213b925893b007c9654a3f1e658310e5f6cc59de9175e8bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "086829d924cf7e8d7ce7b095b5416be4bc3cafcbcfb795c29929363b976d05b9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-17T12:53:29Z",
    "title_canon_sha256": "70d08b162caddc6fdf157edcd6d83a04d0290ffc6b18364dc0dbacacd9f2d598"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13509",
    "kind": "arxiv",
    "version": 2
  }
}