Pith Number

pith:UEI3PAXJ

pith:2023:UEI3PAXJLHWWZIRWXBWCESCCBW

not attested not anchored not stored refs pending

Progressive Prompts: Continual Learning for Language Models

Amjad Almahairi, Anastasia Razdaibiedina, Madian Khabsa, Mike Lewis, Rui Hou, Yuning Mao

arxiv:2301.12314 v1 · 2023-01-29 · 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{UEI3PAXJLHWWZIRWXBWCESCCBW}

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

7 papers in Pith

LLM Evolution as an Industry-Scale Ecosystem: A Lifecycle Perspective on Continual Learning

Sparse Subspace-to-Expert Sharing for Task-Agnostic Continual Learning

Little by Little: Continual Learning via Incremental Mixture of Rank-1 Associative Memory Experts

A Comprehensive Overview of Large Language Models

Muon-OGD: Muon-based Spectral Orthogonal Gradient Projection for LLM Continual Learning

Receipt and verification

First computed	2026-07-05T05:36:37.884816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a111b782e959ed6ca236b86c2248420d875dc4b783c377d22cc8e7b77ad08bcc

Aliases

arxiv: 2301.12314 · arxiv_version: 2301.12314v1 · doi: 10.48550/arxiv.2301.12314 · pith_short_12: UEI3PAXJLHWW · pith_short_16: UEI3PAXJLHWWZIRW · pith_short_8: UEI3PAXJ

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/UEI3PAXJLHWWZIRWXBWCESCCBW \
  | 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: a111b782e959ed6ca236b86c2248420d875dc4b783c377d22cc8e7b77ad08bcc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ffc5b76251278fd0a8fb3a7c4b0a0cb1301085b88fd064b1c7f5938e5602f13",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-01-29T00:17:38Z",
    "title_canon_sha256": "04e0ec2100891bb3fe080bb71c78138295209d4ef4107103600537bb280331d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.12314",
    "kind": "arxiv",
    "version": 1
  }
}