CzechTopic: A Benchmark for Zero-Shot Topic Localization in Historical Czech Documents | ScienceToStartup | ScienceToStartup

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References (47)

[1]

Strategies for Span Labeling with Large Language Models

2026D. Semin, Ondrej Dusek et al.

[2]

mmBERT: A Modern Multilingual Encoder with Annealed Language Learning

2025Marc Marone, Orion Weller et al.

[3]

Supervised In-Context Fine-Tuning for Generative Sequence Labeling

Founder's Pitch

"Develop a tool for zero-shot topic localization in historical Czech documents using a new benchmark dataset."

Historical Text Analysis•Score: 4•View PDF ↗

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0-10 scale

High Potential

1/4 signals

2.5

Quick Build

3/4 signals

7.5

Series A Potential

1/4 signals

2.5

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CzechTopic: A Benchmark for Zero-Shot Topic Localization in Historical Czech Documents

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References (47)

Founder's Pitch

"Develop a tool for zero-shot topic localization in historical Czech documents using a new benchmark dataset."

Commercial Viability Breakdown

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Why It Matters

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CzechTopic: A Benchmark for Zero-Shot Topic Localization in Historical Czech Documents

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References (47)

Founder's Pitch

"Develop a tool for zero-shot topic localization in historical Czech documents using a new benchmark dataset."

Commercial Viability Breakdown

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