Pith Number

pith:GJWP2GLQ

pith:2025:GJWP2GLQSAHMGGIZKOVMTOWHUU

not attested not anchored not stored refs pending

LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation

Bingning Wang, Jinhao Jiang, Junyi Li, Mingyu Xu, Wayne Xin Zhao, Weipeng Chen, Zican Dong

arxiv:2502.07365 v3 · 2025-02-11 · cs.CL · 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{GJWP2GLQSAHMGGIZKOVMTOWHUU}

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

2 papers in Pith

When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems

Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free

Receipt and verification

First computed	2026-07-05T11:10:52.278369Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

326cfd1970900ec3191953aac9bac7a52ede436f3063eab22b67ec8fdad6b59b

Aliases

arxiv: 2502.07365 · arxiv_version: 2502.07365v3 · doi: 10.48550/arxiv.2502.07365 · pith_short_12: GJWP2GLQSAHM · pith_short_16: GJWP2GLQSAHMGGIZ · pith_short_8: GJWP2GLQ

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/GJWP2GLQSAHMGGIZKOVMTOWHUU \
  | 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: 326cfd1970900ec3191953aac9bac7a52ede436f3063eab22b67ec8fdad6b59b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "828229cdad89b294ab9d32ad25ccc57645cead651c209d7af6afa58cdcdca094",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-11T08:37:16Z",
    "title_canon_sha256": "9901e50ff91e9afb635e669075fabc6988641191b65569655feb2f2957d4f746"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07365",
    "kind": "arxiv",
    "version": 3
  }
}