Pith Number

pith:MDW2KN6C

pith:2022:MDW2KN6CDFVFQOVKIP2QC3HZPW

not attested not anchored not stored refs pending

Multimodal Conversational AI: A Survey of Datasets and Approaches

Anirudh Sundar, Larry Heck

arxiv:2205.06907 v1 · 2022-05-13 · 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{MDW2KN6CDFVFQOVKIP2QC3HZPW}

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

2 papers in Pith

POPS: Recovering Unlearned Multi-Modality Knowledge in MLLMs with Prompt-Optimized Parameter Shaking

Revisit What You See: Revealing Visual Semantics in Vision Tokens to Guide LVLM Decoding

Receipt and verification

First computed	2026-07-05T04:23:09.903896Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60eda537c2196a583aaa43f5016cf97da53fe71d6cfa6eca1ddf3f8763a0b798

Aliases

arxiv: 2205.06907 · arxiv_version: 2205.06907v1 · doi: 10.48550/arxiv.2205.06907 · pith_short_12: MDW2KN6CDFVF · pith_short_16: MDW2KN6CDFVFQOVK · pith_short_8: MDW2KN6C

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/MDW2KN6CDFVFQOVKIP2QC3HZPW \
  | 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: 60eda537c2196a583aaa43f5016cf97da53fe71d6cfa6eca1ddf3f8763a0b798

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "524ec31dec793bac11dd2b7ff933c2a6098e846c25b6b4739667468f8a533571",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-13T21:51:42Z",
    "title_canon_sha256": "33479b41efa891de6c0e029e73e873a8391bc7324a9ee7e8a5427cf1870a8f7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.06907",
    "kind": "arxiv",
    "version": 1
  }
}