Pith Number

pith:XDT2HBVJ

pith:2024:XDT2HBVJKKHT42UDKSDZDBIO2C

not attested not anchored not stored refs pending

Interpreting Context Look-ups in Transformers: Investigating Attention-MLP Interactions

Clement Neo, Fazl Barez, Shay B. Cohen

arxiv:2402.15055 v2 · 2024-02-23 · cs.CL · cs.AI · 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{XDT2HBVJKKHT42UDKSDZDBIO2C}

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.

Receipt and verification

First computed	2026-07-05T09:24:32.888122Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8e7a386a9528f3e6a83548791850ed09769619238e0731158f5ba5b048d8368

Aliases

arxiv: 2402.15055 · arxiv_version: 2402.15055v2 · doi: 10.48550/arxiv.2402.15055 · pith_short_12: XDT2HBVJKKHT · pith_short_16: XDT2HBVJKKHT42UD · pith_short_8: XDT2HBVJ

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/XDT2HBVJKKHT42UDKSDZDBIO2C \
  | 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: b8e7a386a9528f3e6a83548791850ed09769619238e0731158f5ba5b048d8368

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc064925e43b8f87057ed83f14059535520d4d261d97f56c2525c51bf934a4d7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-23T02:15:47Z",
    "title_canon_sha256": "54ad6308aa9e31aa17af89a6018e1849d7d5c0935d7319ec9eb4b6b6aa8d20a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15055",
    "kind": "arxiv",
    "version": 2
  }
}