Pith Number

pith:C5U6V44J

pith:2022:C5U6V44JLOMSHFINQFOVESG6WY

not attested not anchored not stored refs pending

A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models

Dawei Song, Hanqing Zhang, Haolin Song, Ming Zhou, Shaoyu Li

arxiv:2201.05337 v5 · 2022-01-14 · cs.CL

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\usepackage{pith}
\pithnumber{C5U6V44JLOMSHFINQFOVESG6WY}

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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

4 papers in Pith

On The Effectiveness-Fluency Trade-Off In LLM Conditioning: A Systematic Study

Boundary Suppression Asymmetry in Post-trained Assistants: Over-expansion as a Controllability Cost

Steering Language Models With Activation Engineering

Understanding and Enforcing Weight Disentanglement in Task Arithmetic

Receipt and verification

First computed	2026-07-05T06:44:04.030925Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1769eaf3895b9923950d815d5248deb633756bfe6045c5b1260996d4c3e4ed4e

Aliases

arxiv: 2201.05337 · arxiv_version: 2201.05337v5 · doi: 10.48550/arxiv.2201.05337 · pith_short_12: C5U6V44JLOMS · pith_short_16: C5U6V44JLOMSHFIN · pith_short_8: C5U6V44J

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/C5U6V44JLOMSHFINQFOVESG6WY \
  | 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: 1769eaf3895b9923950d815d5248deb633756bfe6045c5b1260996d4c3e4ed4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "255b5aea60a6dfd1ae969cd2b49a6429e328163917dcad50866c1d0aed1588be",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-01-14T08:32:20Z",
    "title_canon_sha256": "bb0a2a36ede29e35477522bcbe61def12fc69e57df2bb2379344c89f9aa7d401"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.05337",
    "kind": "arxiv",
    "version": 5
  }
}