Pith Number

pith:KWFABR46

pith:2024:KWFABR46X2RNOV4N6EGM6YJVIV

not attested not anchored not stored refs pending

Deep Learning-based Software Engineering: Progress, Challenges, and Opportunities

Bo Liu, Bo Wang, Chong Wang, Guozhu Meng, Hailong Sun, He Jiang, Hui Liu, Jiayi Wang, Jifeng Xuan, Lin Shi, Li Zhang, Lu Zhang, Tiantian Wang, Weixing Ji, Xiangping Chen, Xiaochen LI, Xiaoli Lian, Xing Hu, Xin Peng, Xin Xia, Yanjie Jiang, Yanyan Jiang, Yibiao Yang, Yixin Yang, Yuan Huang, Yuming Zhou

arxiv:2410.13110 v1 · 2024-10-17 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KWFABR46X2RNOV4N6EGM6YJVIV}

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.

Receipt and verification

First computed	2026-07-05T09:21:55.524268Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

558a00c79ebea2d7578df10ccf6135456cb082235d44118709e8b322b7aba725

Aliases

arxiv: 2410.13110 · arxiv_version: 2410.13110v1 · doi: 10.48550/arxiv.2410.13110 · pith_short_12: KWFABR46X2RN · pith_short_16: KWFABR46X2RNOV4N · pith_short_8: KWFABR46

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/KWFABR46X2RNOV4N6EGM6YJVIV \
  | 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: 558a00c79ebea2d7578df10ccf6135456cb082235d44118709e8b322b7aba725

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03884d70db9ed4a2eea96d2d2176a21c9c14871be8356bed69951b1c05ea3d05",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-10-17T00:46:00Z",
    "title_canon_sha256": "3ff3841a10597ab59d3edc4bd8595f7b1e9b3a700ccdab8f2a7b590a7909e64a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13110",
    "kind": "arxiv",
    "version": 1
  }
}