Pith. sign in
Pith Number

pith:A4TLHUGY

pith:2025:A4TLHUGY7FEHUX6UM26KXLUFA7
not attested not anchored not stored refs pending

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation

Rohit Mishra, Sumit Singh, Uma Shanker Tiwary

arxiv:2507.16002 v1 · 2025-07-21 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{A4TLHUGY7FEHUX6UM26KXLUFA7}

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 2026-07-05T11:41:00.866343Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0726b3d0d8f9487a5fd466bcabae8507d37b3bf180341f524cb96343406f0c46

Aliases

arxiv: 2507.16002 · arxiv_version: 2507.16002v1 · doi: 10.48550/arxiv.2507.16002 · pith_short_12: A4TLHUGY7FEH · pith_short_16: A4TLHUGY7FEHUX6U · pith_short_8: A4TLHUGY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/A4TLHUGY7FEHUX6UM26KXLUFA7 \
  | 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: 0726b3d0d8f9487a5fd466bcabae8507d37b3bf180341f524cb96343406f0c46
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "59c9ce928287ef02ebbcc13eb1087b0c858df8cd4372bad65bb328ba553bcee8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-21T18:41:58Z",
    "title_canon_sha256": "a668228177c014eaa15c27b3f1c9b06be80ec239adb71ccf7fad7ed29c1a2b9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.16002",
    "kind": "arxiv",
    "version": 1
  }
}