Pith Number

pith:AVFLXBK6

pith:2017:AVFLXBK63PYS6MAILJKFZY7PPG

not attested not anchored not stored refs pending

On the State of the Art of Evaluation in Neural Language Models

Chris Dyer, G\'abor Melis, Phil Blunsom

arxiv:1707.05589 v2 · 2017-07-18 · cs.CL

Open paper page JSON Open Graph Bundle Merged state What is a Pith Number?

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

Compressive Transformers for Long-Range Sequence Modelling

ChemCrow: Augmenting large-language models with chemistry tools

Receipt and verification

First computed	2026-05-18T00:30:11.313368Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

054abb855edbf12f30085a545ce3ef79b059406d4869e6ea56db013f007e1708

Aliases

arxiv: 1707.05589 · arxiv_version: 1707.05589v2 · doi: 10.48550/arxiv.1707.05589 · pith_short_12: AVFLXBK63PYS · pith_short_16: AVFLXBK63PYS6MAI · pith_short_8: AVFLXBK6

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/AVFLXBK63PYS6MAILJKFZY7PPG \
  | 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: 054abb855edbf12f30085a545ce3ef79b059406d4869e6ea56db013f007e1708

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1cca659b5c247cb75fccaa1e93419bb673a404af1694020ec9fdd64b5f1b9368",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-07-18T12:35:53Z",
    "title_canon_sha256": "9e0b8a25a73b3d6f7acc8f9bbd0d4927c2e428a25515bd510592df34fab505ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.05589",
    "kind": "arxiv",
    "version": 2
  }
}