Pith Number

pith:C63H5EGM

pith:2024:C63H5EGMPMXXULBWCSHEDJPYT4

not attested not anchored not stored refs pending

Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

Adithya Sagar, Mike Ross, Patrick Huber, Paul A. Crook, Seungwhan Moon, Xifeng Yan, Xin Luna Dong, Zekun Li, Zhaojiang Lin, Zhiyu Zoey Chen

arxiv:2402.10466 v4 · 2024-02-16 · 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{C63H5EGMPMXXULBWCSHEDJPYT4}

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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

GEM: Graph-Enhanced Mixture-of-Experts with ReAct Agents for Dialogue State Tracking

Receipt and verification

First computed	2026-07-05T08:25:00.637598Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17b67e90cc7b2f7a2c36148e41a5f89f11694664a913c1e2990e302e40be979b

Aliases

arxiv: 2402.10466 · arxiv_version: 2402.10466v4 · doi: 10.48550/arxiv.2402.10466 · pith_short_12: C63H5EGMPMXX · pith_short_16: C63H5EGMPMXXULBW · pith_short_8: C63H5EGM

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/C63H5EGMPMXXULBWCSHEDJPYT4 \
  | 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: 17b67e90cc7b2f7a2c36148e41a5f89f11694664a913c1e2990e302e40be979b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "44fa17824556933bfcdb60f10afa37203e429d9700aea337b978bd0bc54e5943",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-16T06:13:18Z",
    "title_canon_sha256": "8710ded1412e5793e8f33cf698f77ff78966865be74eca9b54b0654ed05c2eb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10466",
    "kind": "arxiv",
    "version": 4
  }
}