Pith Number

pith:F7S277WK

pith:2019:F7S277WKSXNZRGPD2JVCTZVY6R

not attested not anchored not stored refs pending

Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring

Jason Weston, Kurt Shuster, Marie-Anne Lachaux, Samuel Humeau

arxiv:1905.01969 v4 · 2019-04-22 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F7S277WKSXNZRGPD2JVCTZVY6R}

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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

6 papers in Pith

Multimodal Video-to-Music Recommendation via Semantic Retrieval and Temporal Reranking

Cross-Subject EEG Emotion Recognition Based on Temporal Asynchronous Alignment Contrastive Learning

Atlas: Few-shot Learning with Retrieval Augmented Language Models

Unsupervised Dense Information Retrieval with Contrastive Learning

Learning to Unscramble Feynman Loop Integrals with SAILIR

Receipt and verification

First computed	2026-07-05T00:50:42.979725Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fe5affeca95db9899e3d26a29e6b8f47c01fc8309c1a02cfcad421f59323fa7

Aliases

arxiv: 1905.01969 · arxiv_version: 1905.01969v4 · doi: 10.48550/arxiv.1905.01969 · pith_short_12: F7S277WKSXNZ · pith_short_16: F7S277WKSXNZRGPD · pith_short_8: F7S277WK

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/F7S277WKSXNZRGPD2JVCTZVY6R \
  | 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: 2fe5affeca95db9899e3d26a29e6b8f47c01fc8309c1a02cfcad421f59323fa7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47f941fd88961f52a185ef4c7dc45c7c4c65f4205db49b8a2f163b8bbbe52ae0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-04-22T02:18:00Z",
    "title_canon_sha256": "1259f3cc25801c926418de084b8ed6d3a18fcc9e6e706746c0508c93dffe34a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.01969",
    "kind": "arxiv",
    "version": 4
  }
}