Pith Number

pith:3Y7RFGYF

pith:2024:3Y7RFGYFG6WPQWASZPC3F3ZH2G

not attested not anchored not stored refs pending

Why Does the Effective Context Length of LLMs Fall Short?

Chenxin An, Jingjing Xu, Jun Zhang, Lei Li, Lingpeng Kong, Ming Zhong, Shansan Gong, Yao Luo

arxiv:2410.18745 v1 · 2024-10-24 · cs.CL

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\usepackage{pith}
\pithnumber{3Y7RFGYFG6WPQWASZPC3F3ZH2G}

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Record completeness

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2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

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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

9 papers in Pith

Jet-Long: Efficient Long-Context Extension with Dynamic Bifocal RoPE

TAROT: Task-Adaptive Refinement of LLM-prior Graphs for Few-shot Tabular Learning

FlashCP: Load-Balanced Communication-Efficient Context Parallelism for LLM Training

An Empirical Evaluation of LLM-Generated Code Security Across Prompting Methods

Enhancing Reliability in LLM-Based Secure Code Generation

Receipt and verification

First computed	2026-07-05T09:25:12.995654Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de3f129b0537acf85812cbc5b2ef27d1b6160838d0be592f028f39bec0c42c8b

Aliases

arxiv: 2410.18745 · arxiv_version: 2410.18745v1 · doi: 10.48550/arxiv.2410.18745 · pith_short_12: 3Y7RFGYFG6WP · pith_short_16: 3Y7RFGYFG6WPQWAS · pith_short_8: 3Y7RFGYF

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/3Y7RFGYFG6WPQWASZPC3F3ZH2G \
  | 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: de3f129b0537acf85812cbc5b2ef27d1b6160838d0be592f028f39bec0c42c8b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab19366d235e516c642169433c6c0f91f9437ef2ab82685d0141abe1ee540d6f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-24T13:51:50Z",
    "title_canon_sha256": "db2db5f47504cbba0a26563703c091bb0ad6dd2e3a8028c6208be33d3635f87a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18745",
    "kind": "arxiv",
    "version": 1
  }
}