Pith Number

pith:IWVM27HE

pith:2025:IWVM27HEGAHLTLY3OIJKT6T4PM

not attested not anchored not stored refs pending

Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs

Anh Dao, Changyu Chen, Chao Du, Cunxiao Du, Fajri Koto, Fan Zhou, Haonan Wang, Hoang H. Tran, Hynek Kydl\'i\v{c}ek, Jiaheng Liu, Kridtaphad Sae-Khow, Kunat Pipatanakul, Longxu Dou, Man Tsung Yeung, Matichon Maneegard, Mike Zhang, Min Lin, Min Si Thu, Narong Borijindargoon, Nirattisai Thongchim, Penghui Yang, Phakphum Artkaew, Qian Liu, Quan Nguyen, Qunshu Lin, Shiqi Chen, Sittipong Sripaisarnmongkol, Taechawat Konkaew, Tianyu Pang, Tongyao Zhu, Wannaphong Phatthiyaphaibun, Wei Lu, Xiachong Feng, Xin Mao, Xinyi Wan, Yongchi Zhao, Zeyi Liu, Zheng-Xin Yong, Zichen Liu, Zili Wang, Ziqi Jin

arxiv:2502.12982 v1 · 2025-02-18 · cs.CL · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IWVM27HEGAHLTLY3OIJKT6T4PM}

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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

4 papers in Pith

A Comparative Study of Language Models for Khmer Retrieval-Augmented Question Answering

A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAM$\Delta$ Integration into Upcycled MoE

Phoenix-VL 1.5 Medium Technical Report

XL-SafetyBench: A Country-Grounded Cross-Cultural Benchmark for LLM Safety and Cultural Sensitivity

Receipt and verification

First computed	2026-07-05T10:16:27.494438Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45aacd7ce4300eb9af1b7212a9fa7c7b193a77a07f6161ddc0402dc1ba44be8a

Aliases

arxiv: 2502.12982 · arxiv_version: 2502.12982v1 · doi: 10.48550/arxiv.2502.12982 · pith_short_12: IWVM27HEGAHL · pith_short_16: IWVM27HEGAHLTLY3 · pith_short_8: IWVM27HE

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/IWVM27HEGAHLTLY3OIJKT6T4PM \
  | 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: 45aacd7ce4300eb9af1b7212a9fa7c7b193a77a07f6161ddc0402dc1ba44be8a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb4d28280c381b6a466cdafadc22ef6eee257429a20a9b67b6d733e089acdae0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-18T16:04:57Z",
    "title_canon_sha256": "4f68fa8dfcc9cbc4ae63f46fb219a1bca2477612af7ab1d001caff6c7360d495"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12982",
    "kind": "arxiv",
    "version": 1
  }
}