Pith Number

pith:MGJGX7MS

pith:2021:MGJGX7MSPUZWOWMQUH4ANKNO2E

not attested not anchored not stored refs pending

On the Importance of Effectively Adapting Pretrained Language Models for Active Learning

Katerina Margatina, Lo\"ic Barrault, Nikolaos Aletras

arxiv:2104.08320 v2 · 2021-04-16 · 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{MGJGX7MSPUZWOWMQUH4ANKNO2E}

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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

1 paper in Pith

Generalized Category Discovery in Event-Centric Contexts: Latent Pattern Mining with LLMs

Receipt and verification

First computed	2026-07-05T04:01:30.448065Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61926bfd927d33675990a1f806a9aed10c86ecfb16897d3399edfd14b3410c73

Aliases

arxiv: 2104.08320 · arxiv_version: 2104.08320v2 · doi: 10.48550/arxiv.2104.08320 · pith_short_12: MGJGX7MSPUZW · pith_short_16: MGJGX7MSPUZWOWMQ · pith_short_8: MGJGX7MS

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/MGJGX7MSPUZWOWMQUH4ANKNO2E \
  | 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: 61926bfd927d33675990a1f806a9aed10c86ecfb16897d3399edfd14b3410c73

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f8284fcbe98045bceac3d116b01b7d4320ac32bfaf11aa494be8ab33f8e9c0c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-04-16T19:07:31Z",
    "title_canon_sha256": "d3d19dc530ac8cd2e03a6f955c7f343322e1cfc4bf425bd3d647406cbff0e9be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.08320",
    "kind": "arxiv",
    "version": 2
  }
}