Pith Number

pith:E6RSB2LR

pith:2017:E6RSB2LRSTPBSS7V5RXPXHLT4G

not attested not anchored not stored refs pending

SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning

Chang Liu, Dawn Song, Xiaojun Xu

arxiv:1711.04436 v1 · 2017-11-13 · cs.CL · cs.AI · cs.DB

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E6RSB2LRSTPBSS7V5RXPXHLT4G}

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

3 papers in Pith

Encoding Database Schemas with Relation-Aware Self-Attention for Text-to-SQL Parsers

Natural Language Interfaces for Spatial and Temporal Databases: A Comprehensive Overview of Methods, Taxonomy, and Future Directions

FINER-SQL: Boosting Small Language Models for Text-to-SQL

Receipt and verification

First computed	2026-05-18T00:30:39.026565Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27a320e97194de194bf5ec6efb9d73e1983e1df00465d3274250045cf5718bee

Aliases

arxiv: 1711.04436 · arxiv_version: 1711.04436v1 · doi: 10.48550/arxiv.1711.04436 · pith_short_12: E6RSB2LRSTPB · pith_short_16: E6RSB2LRSTPBSS7V · pith_short_8: E6RSB2LR

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/E6RSB2LRSTPBSS7V5RXPXHLT4G \
  | 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: 27a320e97194de194bf5ec6efb9d73e1983e1df00465d3274250045cf5718bee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96c2ad8d7546cbaea2bbd229a0827cc91d056d0f2ca7cc65a5afe29a21928cba",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DB"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-11-13T06:41:29Z",
    "title_canon_sha256": "dc51f89369a96789deda66b4f0850aee9206abeb7a8888eabd70c8440e2bb3a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.04436",
    "kind": "arxiv",
    "version": 1
  }
}