Pith Number

pith:BU3M5DWW

pith:2024:BU3M5DWWT3UJWSVLWHS6RDOANA

not attested not anchored not stored refs pending

Making Text Embedders Few-Shot Learners

Chaofan Li, Defu Lian, Jianlyu Chen, Kun Luo, Minghao Qin, Shitao Xiao, Yingxia Shao, Zheng Liu

arxiv:2409.15700 v1 · 2024-09-24 · cs.IR · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BU3M5DWWT3UJWSVLWHS6RDOANA}

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

6 papers in Pith

BitNet Text Embeddings

Test-Time Compute for Frozen Embedding Models through Agentic Program Search

MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks

ReasonEmbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval

NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models

Receipt and verification

First computed	2026-07-05T09:10:58.754712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d36ce8ed69ee89b4aabb1e5e88dc06816c4b1b0764006ee2037cdb53e60218f

Aliases

arxiv: 2409.15700 · arxiv_version: 2409.15700v1 · doi: 10.48550/arxiv.2409.15700 · pith_short_12: BU3M5DWWT3UJ · pith_short_16: BU3M5DWWT3UJWSVL · pith_short_8: BU3M5DWW

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/BU3M5DWWT3UJWSVLWHS6RDOANA \
  | 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: 0d36ce8ed69ee89b4aabb1e5e88dc06816c4b1b0764006ee2037cdb53e60218f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed3442572935e774a1059f6efe06b330f9a750b7c34e91a433014884296ac074",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-09-24T03:30:19Z",
    "title_canon_sha256": "c7e3cdbc7fe9e321d603a1836752c0df307cedefd896147e2bdcb39573b12cc9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.15700",
    "kind": "arxiv",
    "version": 1
  }
}