Pith Number

pith:EYCV5NY6

pith:2021:EYCV5NY64RXW6X7L5YGLJJMDC3

not attested not anchored not stored refs pending

Towards a Unified View of Parameter-Efficient Transfer Learning

Chunting Zhou, Graham Neubig, Junxian He, Taylor Berg-Kirkpatrick, Xuezhe Ma

arxiv:2110.04366 v3 · 2021-10-08 · cs.CL · 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{EYCV5NY64RXW6X7L5YGLJJMDC3}

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

25 papers in Pith

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Geometry-Preserving Orthonormal Initialization for Low-Rank Adaptation in RLVR

Small Language Models (SLMs) Can Still Pack a Punch: A survey (updated 2026)

Receipt and verification

First computed	2026-07-05T03:53:38.243372Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26055eb71ee46f6f5febee0cb4a58316f407f530f42fd944f95103099728cd2b

Aliases

arxiv: 2110.04366 · arxiv_version: 2110.04366v3 · doi: 10.48550/arxiv.2110.04366 · pith_short_12: EYCV5NY64RXW · pith_short_16: EYCV5NY64RXW6X7L · pith_short_8: EYCV5NY6

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/EYCV5NY64RXW6X7L5YGLJJMDC3 \
  | 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: 26055eb71ee46f6f5febee0cb4a58316f407f530f42fd944f95103099728cd2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a28b0a046af80af58f98e3aff4aab57c8faaf7d446cfb9c06f15ce4c6c5df6a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-10-08T20:22:26Z",
    "title_canon_sha256": "85ed685b1bed952763a6c8880ff93e7e21473016ac6f63992fe614d83ba38104"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.04366",
    "kind": "arxiv",
    "version": 3
  }
}