Pith Number

pith:AKQW2IBS

pith:2023:AKQW2IBSZYK2D6ZFKR5ONXESHN

not attested not anchored not stored refs pending

Effective Long-Context Scaling of Foundation Models

Angela Fan, Barlas Oguz, Han Fang, Hao Ma, Hejia Zhang, Igor Molybog, Jingyu Liu, Karthik Abinav Sankararaman, Kshitiz Malik, Louis Martin, Madian Khabsa, Mike Lewis, Prajjwal Bhargava, Rashi Rungta, Rui Hou, Sergey Edunov, Sharan Narang, Shruti Bhosale, Sinong Wang, Wenhan Xiong, Yashar Mehdad

arxiv:2309.16039 v3 · 2023-09-27 · 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{AKQW2IBSZYK2D6ZFKR5ONXESHN}

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

23 papers in Pith

PJ-RoPE: A Fourier-Jet-Affine Position Space for Relative Attention

HSAP: A Hierarchical Sequence-aware Parallelism for Hybrid-Context Generative Models

Unlock the Potential of Large Language Models for Predictive Tabular Tasks in Data Science with Table-Specific Pretraining

Qwen2.5 Technical Report

Receipt and verification

First computed	2026-07-05T07:12:18.719956Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02a16d2032ce15a1fb25547ae6dc923b478ba0980eaa21ab4c6eb334d6913c0f

Aliases

arxiv: 2309.16039 · arxiv_version: 2309.16039v3 · doi: 10.48550/arxiv.2309.16039 · pith_short_12: AKQW2IBSZYK2 · pith_short_16: AKQW2IBSZYK2D6ZF · pith_short_8: AKQW2IBS

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/AKQW2IBSZYK2D6ZFKR5ONXESHN \
  | 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: 02a16d2032ce15a1fb25547ae6dc923b478ba0980eaa21ab4c6eb334d6913c0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d41460099cf26210a5f486dd5c6ed5605d52f709dcf2720bccf46121f818862",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-27T21:41:49Z",
    "title_canon_sha256": "8eb7dc28f1d7f8c2ff7f6d475e8bb51ccfc3030a6d2ba0a3c9e4605f0d343f6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.16039",
    "kind": "arxiv",
    "version": 3
  }
}