Pith Number

pith:J22BAQJB

pith:2024:J22BAQJBUSJICYCYWVWQRQXGYG

not attested not anchored not stored refs pending

MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning

Cheng-Long Wang, Di Wang, Lijie Hu, Muhammad Asif Ali, Shu Yang

arxiv:2402.11260 v1 · 2024-02-17 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J22BAQJBUSJICYCYWVWQRQXGYG}

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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

7 papers in Pith

Functional-level Uncertainty Quantification for Calibrated Fine-tuning on LLMs

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

LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing

FLAME: Adaptive Mixture-of-Experts for Continual Multimodal Multi-Task Learning

CRAFT: Forgetting-Aware Intervention-Based Adaptation for Continual Learning

Receipt and verification

First computed	2026-07-05T07:46:36.512586Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4eb4104121a492816058b56d08c2e6c1902eae9ea33e13fa8e8c02f9950f9a65

Aliases

arxiv: 2402.11260 · arxiv_version: 2402.11260v1 · doi: 10.48550/arxiv.2402.11260 · pith_short_12: J22BAQJBUSJI · pith_short_16: J22BAQJBUSJICYCY · pith_short_8: J22BAQJB

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/J22BAQJBUSJICYCYWVWQRQXGYG \
  | 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: 4eb4104121a492816058b56d08c2e6c1902eae9ea33e13fa8e8c02f9950f9a65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0b8760977c999a70e38a35953f2907137c0e402394b4c42b14c803a22631007",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-17T12:25:31Z",
    "title_canon_sha256": "189be09291981f08f33408179668f2e00306964168b96867a383d7acb5944cbd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.11260",
    "kind": "arxiv",
    "version": 1
  }
}