Pith Number

pith:MAO6EORD

pith:2021:MAO6EORDJRQ7M72GTVTZJ2LWSY

not attested not anchored not stored refs pending

Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking

Binzong Geng, Fajie Yuan, Min Yang, Qiancheng Xu, Ruifeng Xu, Ying Shen

arxiv:2107.08173 v1 · 2021-07-17 · cs.CL

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\usepackage{pith}
\pithnumber{MAO6EORDJRQ7M72GTVTZJ2LWSY}

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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

Orion: Enabling Self-adaptive Memory Management for On-device Online Continual Learning

Receipt and verification

First computed	2026-07-05T02:58:46.255055Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

601de23a234c61f67f469d6794e97696297a64c9372cadc390631f1ecdfb944e

Aliases

arxiv: 2107.08173 · arxiv_version: 2107.08173v1 · doi: 10.48550/arxiv.2107.08173 · pith_short_12: MAO6EORDJRQ7 · pith_short_16: MAO6EORDJRQ7M72G · pith_short_8: MAO6EORD

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/MAO6EORDJRQ7M72GTVTZJ2LWSY \
  | 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: 601de23a234c61f67f469d6794e97696297a64c9372cadc390631f1ecdfb944e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10e1d9afae17387503cdf98aa413e262ec87bc28d6af2f09457b401ebb972d10",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-07-17T03:20:38Z",
    "title_canon_sha256": "6bf3bf9cd4ab7f6b9bd431e2fd06769b6b368c56e7f5233ce29852b2da7efde4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.08173",
    "kind": "arxiv",
    "version": 1
  }
}