Pith. sign in
Pith Number

pith:XX5BUXU7

pith:2024:XX5BUXU7YRPCVJQHP3CZQVSPBX
not attested not anchored not stored refs pending

SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging

Hailong Li, Lesly Miculicich, Mohammadreza Pourreza, Ruoxi Sun, Sercan O. Arik, Tomas Pfister

arxiv:2408.12733 v2 · 2024-08-22 · cs.AI · cs.CL · cs.DB · 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{XX5BUXU7YRPCVJQHP3CZQVSPBX}

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

5 papers in Pith

Knowledge Distillation for Low-Resource Open-source Text-to-SQL Model
CLARITY: A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive NL2SQL Systems
Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning
Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs
PolySQL: Scaling Text-to-SQL Evaluation Across SQL Dialects via Automated Backend Isomorphism
Receipt and verification
First computed 2026-07-05T09:14:55.298905Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bdfa1a5e9fc45e2aa6077ec598564f0de0d223df508a291be5a05314d35a5973

Aliases

arxiv: 2408.12733 · arxiv_version: 2408.12733v2 · doi: 10.48550/arxiv.2408.12733 · pith_short_12: XX5BUXU7YRPC · pith_short_16: XX5BUXU7YRPCVJQH · pith_short_8: XX5BUXU7
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/XX5BUXU7YRPCVJQHP3CZQVSPBX \
  | 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: bdfa1a5e9fc45e2aa6077ec598564f0de0d223df508a291be5a05314d35a5973
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "9b32a287ff38819bfbc1924044e2b95b86dfb5f81de5abe42315a2b9b19f6bcc",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.DB",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-08-22T20:50:48Z",
    "title_canon_sha256": "4e2c5a2786a951a3827aa8d338101eb262ca7b48ebebd1d3838d491ad88f8591"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.12733",
    "kind": "arxiv",
    "version": 2
  }
}