Pith Number

pith:DSQWIW4H

pith:2023:DSQWIW4HHKOSZAK7TSDBE4SKYU

not attested not anchored not stored refs pending

Knowledge Transfer from High-Resource to Low-Resource Programming Languages for Code LLMs

Abhinav Jangda, Anders Freeman, Arjun Guha, Carolyn Jane Anderson, Claire Schlesinger, Federico Cassano, Francesca Lucchetti, John Gouwar, Michael Greenberg, Molly Q Feldman

arxiv:2308.09895 v6 · 2023-08-19 · cs.PL · 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{DSQWIW4HHKOSZAK7TSDBE4SKYU}

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

A Survey on Large Language Models for Code Generation

StarCoder 2 and The Stack v2: The Next Generation

Receipt and verification

First computed	2026-07-05T09:09:53.080017Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ca1645b873a9d2c815f9c8612724ac504c9f58a1e00fc0c2491f44e7d029afb

Aliases

arxiv: 2308.09895 · arxiv_version: 2308.09895v6 · doi: 10.48550/arxiv.2308.09895 · pith_short_12: DSQWIW4HHKOS · pith_short_16: DSQWIW4HHKOSZAK7 · pith_short_8: DSQWIW4H

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/DSQWIW4HHKOSZAK7TSDBE4SKYU \
  | 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: 1ca1645b873a9d2c815f9c8612724ac504c9f58a1e00fc0c2491f44e7d029afb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1fa398c04714c6d7f00526e233909a64015a5a74a508514f9cdf59fa1e0dce24",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.PL",
    "submitted_at": "2023-08-19T03:19:01Z",
    "title_canon_sha256": "a0e644a9eb98d64b0ff85a5768c209501a4d70bd3ec503b174ef20813c99dc80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.09895",
    "kind": "arxiv",
    "version": 6
  }
}